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\n \n 2025\n \n \n (4)\n \n \n
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\n\n \n \n \n \n \n \n Equilibrium Efficiency and Learning in Budgeted Procurement Marketplaces.\n \n \n \n \n\n\n \n Bhawalkar, K.; Dean, J.; Liaw, C.; Mehta, A.; and Patel, N.\n\n\n \n\n\n\n In
Proceedings of the 26th ACM Conference on Economics and Computation, EC 2025, Stanford University, Stanford, CA, USA, July 7-10, 2025, pages 1180–1209, 2025. \n
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\n\n \n \n ![\"Equilibrium](\"//bibbase.org/img/filetypes/link.svg\"\n\t "\\"Paper\\"\n\t")
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@inproceedings{DBLP:conf/sigecom/BhawalkarDLMP25,\n author = {Kshipra Bhawalkar and\n Jeff Dean and\n Christopher Liaw and\n Aranyak Mehta and\n Neel Patel},\n title = {Equilibrium Efficiency and Learning in Budgeted Procurement Marketplaces},\n booktitle = {Proceedings of the 26th {ACM} Conference on Economics and Computation,\n {EC} 2025, Stanford University, Stanford, CA, USA, July 7-10, 2025},\n pages = {1180--1209},\n year = {2025},\n crossref = {DBLP:conf/sigecom/2025},\n url = {https://doi.org/10.1145/3736252.3742683},\n doi = {10.1145/3736252.3742683},\n timestamp = {Thu, 10 Jul 2025 13:50:02 +0200},\n biburl = {https://dblp.org/rec/conf/sigecom/BhawalkarDLMP25.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n Matryoshka Quantization.\n \n \n \n \n\n\n \n Nair, P. A.; Datta, P.; Dean, J.; Jain, P.; and Kusupati, A.\n\n\n \n\n\n\n
CoRR, abs/2502.06786. 2025.\n
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@article{DBLP:journals/corr/abs-2502-06786,\n author = {Pranav Ajit Nair and\n Puranjay Datta and\n Jeff Dean and\n Prateek Jain and\n Aditya Kusupati},\n title = {Matryoshka Quantization},\n journal = {CoRR},\n volume = {abs/2502.06786},\n year = {2025},\n url = {https://doi.org/10.48550/arXiv.2502.06786},\n doi = {10.48550/ARXIV.2502.06786},\n eprinttype = {arXiv},\n eprint = {2502.06786},\n timestamp = {Wed, 12 Mar 2025 00:00:00 +0100},\n biburl = {https://dblp.org/rec/journals/corr/abs-2502-06786.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n Equilibria and Learning in Modular Marketplaces.\n \n \n \n \n\n\n \n Bhawalkar, K.; Dean, J.; Liaw, C.; Mehta, A.; and Patel, N.\n\n\n \n\n\n\n
CoRR, abs/2502.20346. 2025.\n
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@article{DBLP:journals/corr/abs-2502-20346,\n author = {Kshipra Bhawalkar and\n Jeff Dean and\n Christopher Liaw and\n Aranyak Mehta and\n Neel Patel},\n title = {Equilibria and Learning in Modular Marketplaces},\n journal = {CoRR},\n volume = {abs/2502.20346},\n year = {2025},\n url = {https://doi.org/10.48550/arXiv.2502.20346},\n doi = {10.48550/ARXIV.2502.20346},\n eprinttype = {arXiv},\n eprint = {2502.20346},\n timestamp = {Fri, 21 Mar 2025 00:00:00 +0100},\n biburl = {https://dblp.org/rec/journals/corr/abs-2502-20346.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n \n 2024\n \n \n (4)\n \n \n
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\n\n \n \n \n \n \n \n Scaling Instruction-Finetuned Language Models.\n \n \n \n \n\n\n \n Chung, H. W.; Hou, L.; Longpre, S.; Zoph, B.; Tay, Y.; Fedus, W.; Li, Y.; Wang, X.; Dehghani, M.; Brahma, S.; Webson, A.; Gu, S. S.; Dai, Z.; Suzgun, M.; Chen, X.; Chowdhery, A.; Castro-Ros, A.; Pellat, M.; Robinson, K.; Valter, D.; Narang, S.; Mishra, G.; Yu, A.; Zhao, V. Y.; Huang, Y.; Dai, A. M.; Yu, H.; Petrov, S.; Chi, E. H.; Dean, J.; Devlin, J.; Roberts, A.; Zhou, D.; Le, Q. V.; and Wei, J.\n\n\n \n\n\n\n
J. Mach. Learn. Res., 25: 70:1–70:53. 2024.\n
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@article{DBLP:journals/jmlr/ChungHLZTFL00BW24,\n author = {Hyung Won Chung and\n Le Hou and\n Shayne Longpre and\n Barret Zoph and\n Yi Tay and\n William Fedus and\n Yunxuan Li and\n Xuezhi Wang and\n Mostafa Dehghani and\n Siddhartha Brahma and\n Albert Webson and\n Shixiang Shane Gu and\n Zhuyun Dai and\n Mirac Suzgun and\n Xinyun Chen and\n Aakanksha Chowdhery and\n Alex Castro{-}Ros and\n Marie Pellat and\n Kevin Robinson and\n Dasha Valter and\n Sharan Narang and\n Gaurav Mishra and\n Adams Yu and\n Vincent Y. Zhao and\n Yanping Huang and\n Andrew M. Dai and\n Hongkun Yu and\n Slav Petrov and\n Ed H. Chi and\n Jeff Dean and\n Jacob Devlin and\n Adam Roberts and\n Denny Zhou and\n Quoc V. Le and\n Jason Wei},\n title = {Scaling Instruction-Finetuned Language Models},\n journal = {J. Mach. Learn. Res.},\n volume = {25},\n pages = {70:1--70:53},\n year = {2024},\n url = {https://jmlr.org/papers/v25/23-0870.html},\n timestamp = {Mon, 16 Sep 2024 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/jmlr/ChungHLZTFL00BW24.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n Capabilities of Gemini Models in Medicine.\n \n \n \n \n\n\n \n Saab, K.; Tu, T.; Weng, W.; Tanno, R.; Stutz, D.; Wulczyn, E.; Zhang, F.; Strother, T.; Park, C.; Vedadi, E.; Chaves, J. Z.; Hu, S.; Schaekermann, M.; Kamath, A.; Cheng, Y.; Barrett, D. G. T.; Cheung, C.; Mustafa, B.; Palepu, A.; McDuff, D.; Hou, L.; Golany, T.; Liu, L.; Alayrac, J.; Houlsby, N.; Tomasev, N.; Freyberg, J.; Lau, C.; Kemp, J.; Lai, J.; Azizi, S.; Kanada, K.; Man, S.; Kulkarni, K.; Sun, R.; Shakeri, S.; He, L.; Caine, B.; Webson, A.; Latysheva, N.; Johnson, M.; Mansfield, P. A.; Lu, J.; Rivlin, E.; Anderson, J.; Green, B.; Wong, R.; Krause, J.; Shlens, J.; Dominowska, E.; Eslami, S. M. A.; Chou, K.; Cui, C.; Vinyals, O.; Kavukcuoglu, K.; Manyika, J.; Dean, J.; Hassabis, D.; Matias, Y.; Webster, D. R.; Barral, J. K.; Corrado, G.; Semturs, C.; Mahdavi, S. S.; Gottweis, J.; Karthikesalingam, A.; and Natarajan, V.\n\n\n \n\n\n\n
CoRR, abs/2404.18416. 2024.\n
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@article{DBLP:journals/corr/abs-2404-18416,\n author = {Khaled Saab and\n Tao Tu and\n Wei{-}Hung Weng and\n Ryutaro Tanno and\n David Stutz and\n Ellery Wulczyn and\n Fan Zhang and\n Tim Strother and\n Chunjong Park and\n Elahe Vedadi and\n Juanma Zambrano Chaves and\n Szu{-}Yeu Hu and\n Mike Schaekermann and\n Aishwarya Kamath and\n Yong Cheng and\n David G. T. Barrett and\n Cathy Cheung and\n Basil Mustafa and\n Anil Palepu and\n Daniel McDuff and\n Le Hou and\n Tomer Golany and\n Luyang Liu and\n Jean{-}Baptiste Alayrac and\n Neil Houlsby and\n Nenad Tomasev and\n Jan Freyberg and\n Charles Lau and\n Jonas Kemp and\n Jeremy Lai and\n Shekoofeh Azizi and\n Kimberly Kanada and\n SiWai Man and\n Kavita Kulkarni and\n Ruoxi Sun and\n Siamak Shakeri and\n Luheng He and\n Benjamin Caine and\n Albert Webson and\n Natasha Latysheva and\n Melvin Johnson and\n Philip Andrew Mansfield and\n Jian Lu and\n Ehud Rivlin and\n Jesper Anderson and\n Bradley Green and\n Renee Wong and\n Jonathan Krause and\n Jonathon Shlens and\n Ewa Dominowska and\n S. M. Ali Eslami and\n Katherine Chou and\n Claire Cui and\n Oriol Vinyals and\n Koray Kavukcuoglu and\n James Manyika and\n Jeff Dean and\n Demis Hassabis and\n Yossi Matias and\n Dale R. Webster and\n Joelle K. Barral and\n Greg Corrado and\n Christopher Semturs and\n S. Sara Mahdavi and\n Juraj Gottweis and\n Alan Karthikesalingam and\n Vivek Natarajan},\n title = {Capabilities of Gemini Models in Medicine},\n journal = {CoRR},\n volume = {abs/2404.18416},\n year = {2024},\n url = {https://doi.org/10.48550/arXiv.2404.18416},\n doi = {10.48550/ARXIV.2404.18416},\n eprinttype = {arXiv},\n eprint = {2404.18416},\n timestamp = {Wed, 06 Nov 2024 00:00:00 +0100},\n biburl = {https://dblp.org/rec/journals/corr/abs-2404-18416.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n That Chip Has Sailed: A Critique of Unfounded Skepticism Around AI for Chip Design.\n \n \n \n \n\n\n \n Goldie, A.; Mirhoseini, A.; and Dean, J.\n\n\n \n\n\n\n
CoRR, abs/2411.10053. 2024.\n
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@article{DBLP:journals/corr/abs-2411-10053,\n author = {Anna Goldie and\n Azalia Mirhoseini and\n Jeff Dean},\n title = {That Chip Has Sailed: {A} Critique of Unfounded Skepticism Around\n {AI} for Chip Design},\n journal = {CoRR},\n volume = {abs/2411.10053},\n year = {2024},\n url = {https://doi.org/10.48550/arXiv.2411.10053},\n doi = {10.48550/ARXIV.2411.10053},\n eprinttype = {arXiv},\n eprint = {2411.10053},\n timestamp = {Wed, 01 Jan 2025 00:00:00 +0100},\n biburl = {https://dblp.org/rec/journals/corr/abs-2411-10053.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n Shaping AI's Impact on Billions of Lives.\n \n \n \n \n\n\n \n Cuellar, M.; Dean, J.; Doshi-Velez, F.; Hennessy, J. L.; Konwinski, A.; Koyejo, S.; Moiloa, P.; Pierson, E.; and Patterson, D. A.\n\n\n \n\n\n\n
CoRR, abs/2412.02730. 2024.\n
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@article{DBLP:journals/corr/abs-2412-02730,\n author = {Mariano{-}Florentino Cuellar and\n Jeff Dean and\n Finale Doshi{-}Velez and\n John L. Hennessy and\n Andy Konwinski and\n Sanmi Koyejo and\n Pelonomi Moiloa and\n Emma Pierson and\n David A. Patterson},\n title = {Shaping AI's Impact on Billions of Lives},\n journal = {CoRR},\n volume = {abs/2412.02730},\n year = {2024},\n url = {https://doi.org/10.48550/arXiv.2412.02730},\n doi = {10.48550/ARXIV.2412.02730},\n eprinttype = {arXiv},\n eprint = {2412.02730},\n timestamp = {Mon, 13 Jan 2025 00:00:00 +0100},\n biburl = {https://dblp.org/rec/journals/corr/abs-2412-02730.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n \n 2023\n \n \n (5)\n \n \n
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\n\n \n \n \n \n \n \n PaLM: Scaling Language Modeling with Pathways.\n \n \n \n \n\n\n \n Chowdhery, A.; Narang, S.; Devlin, J.; Bosma, M.; Mishra, G.; Roberts, A.; Barham, P.; Chung, H. W.; Sutton, C.; Gehrmann, S.; Schuh, P.; Shi, K.; Tsvyashchenko, S.; Maynez, J.; Rao, A.; Barnes, P.; Tay, Y.; Shazeer, N.; Prabhakaran, V.; Reif, E.; Du, N.; Hutchinson, B.; Pope, R.; Bradbury, J.; Austin, J.; Isard, M.; Gur-Ari, G.; Yin, P.; Duke, T.; Levskaya, A.; Ghemawat, S.; Dev, S.; Michalewski, H.; Garcia, X.; Misra, V.; Robinson, K.; Fedus, L.; Zhou, D.; Ippolito, D.; Luan, D.; Lim, H.; Zoph, B.; Spiridonov, A.; Sepassi, R.; Dohan, D.; Agrawal, S.; Omernick, M.; Dai, A. M.; Pillai, T. S.; Pellat, M.; Lewkowycz, A.; Moreira, E.; Child, R.; Polozov, O.; Lee, K.; Zhou, Z.; Wang, X.; Saeta, B.; Diaz, M.; Firat, O.; Catasta, M.; Wei, J.; Meier-Hellstern, K.; Eck, D.; Dean, J.; Petrov, S.; and Fiedel, N.\n\n\n \n\n\n\n
J. Mach. Learn. Res., 24: 240:1–240:113. 2023.\n
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@article{DBLP:journals/jmlr/ChowdheryNDBMRBCSGSSTMRBTSPRDHPBAI23,\n author = {Aakanksha Chowdhery and\n Sharan Narang and\n Jacob Devlin and\n Maarten Bosma and\n Gaurav Mishra and\n Adam Roberts and\n Paul Barham and\n Hyung Won Chung and\n Charles Sutton and\n Sebastian Gehrmann and\n Parker Schuh and\n Kensen Shi and\n Sasha Tsvyashchenko and\n Joshua Maynez and\n Abhishek Rao and\n Parker Barnes and\n Yi Tay and\n Noam Shazeer and\n Vinodkumar Prabhakaran and\n Emily Reif and\n Nan Du and\n Ben Hutchinson and\n Reiner Pope and\n James Bradbury and\n Jacob Austin and\n Michael Isard and\n Guy Gur{-}Ari and\n Pengcheng Yin and\n Toju Duke and\n Anselm Levskaya and\n Sanjay Ghemawat and\n Sunipa Dev and\n Henryk Michalewski and\n Xavier Garcia and\n Vedant Misra and\n Kevin Robinson and\n Liam Fedus and\n Denny Zhou and\n Daphne Ippolito and\n David Luan and\n Hyeontaek Lim and\n Barret Zoph and\n Alexander Spiridonov and\n Ryan Sepassi and\n David Dohan and\n Shivani Agrawal and\n Mark Omernick and\n Andrew M. Dai and\n Thanumalayan Sankaranarayana Pillai and\n Marie Pellat and\n Aitor Lewkowycz and\n Erica Moreira and\n Rewon Child and\n Oleksandr Polozov and\n Katherine Lee and\n Zongwei Zhou and\n Xuezhi Wang and\n Brennan Saeta and\n Mark Diaz and\n Orhan Firat and\n Michele Catasta and\n Jason Wei and\n Kathy Meier{-}Hellstern and\n Douglas Eck and\n Jeff Dean and\n Slav Petrov and\n Noah Fiedel},\n title = {PaLM: Scaling Language Modeling with Pathways},\n journal = {J. Mach. Learn. Res.},\n volume = {24},\n pages = {240:1--240:113},\n year = {2023},\n url = {https://jmlr.org/papers/v24/22-1144.html},\n timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/jmlr/ChowdheryNDBMRBCSGSSTMRBTSPRDHPBAI23.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n Interlocking Backpropagation: Improving depthwise model-parallelism.\n \n \n \n \n\n\n \n Gomez, A. N.; Key, O.; Perlin, K.; Gou, S.; Frosst, N.; Dean, J.; and Gal, Y.\n\n\n \n\n\n\n
J. Mach. Learn. Res., 23: 171:1–171:28. 2022.\n
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@article{DBLP:journals/jmlr/GomezKPGFDG22,\n author = {Aidan N. Gomez and\n Oscar Key and\n Kuba Perlin and\n Stephen Gou and\n Nick Frosst and\n Jeff Dean and\n Yarin Gal},\n title = {Interlocking Backpropagation: Improving depthwise model-parallelism},\n journal = {J. Mach. Learn. Res.},\n volume = {23},\n pages = {171:1--171:28},\n year = {2022},\n url = {https://jmlr.org/papers/v23/20-1121.html},\n timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/jmlr/GomezKPGFDG22.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n Emergent Abilities of Large Language Models.\n \n \n \n \n\n\n \n Wei, J.; Tay, Y.; Bommasani, R.; Raffel, C.; Zoph, B.; Borgeaud, S.; Yogatama, D.; Bosma, M.; Zhou, D.; Metzler, D.; Chi, E. H.; Hashimoto, T.; Vinyals, O.; Liang, P.; Dean, J.; and Fedus, W.\n\n\n \n\n\n\n
Trans. Mach. Learn. Res., 2022. 2022.\n
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@article{DBLP:journals/tmlr/WeiTBRZBYBZMCHVLDF22,\n author = {Jason Wei and\n Yi Tay and\n Rishi Bommasani and\n Colin Raffel and\n Barret Zoph and\n Sebastian Borgeaud and\n Dani Yogatama and\n Maarten Bosma and\n Denny Zhou and\n Donald Metzler and\n Ed H. Chi and\n Tatsunori Hashimoto and\n Oriol Vinyals and\n Percy Liang and\n Jeff Dean and\n William Fedus},\n title = {Emergent Abilities of Large Language Models},\n journal = {Trans. Mach. Learn. Res.},\n volume = {2022},\n year = {2022},\n url = {https://openreview.net/forum?id=yzkSU5zdwD},\n timestamp = {Fri, 19 May 2023 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/tmlr/WeiTBRZBYBZMCHVLDF22.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n Designing Effective Sparse Expert Models.\n \n \n \n \n\n\n \n Zoph, B.; Bello, I.; Kumar, S.; Du, N.; Huang, Y.; Dean, J.; Shazeer, N.; and Fedus, W.\n\n\n \n\n\n\n
CoRR, abs/2202.08906. 2022.\n
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@article{DBLP:journals/corr/abs-2202-08906,\n author = {Barret Zoph and\n Irwan Bello and\n Sameer Kumar and\n Nan Du and\n Yanping Huang and\n Jeff Dean and\n Noam Shazeer and\n William Fedus},\n title = {Designing Effective Sparse Expert Models},\n journal = {CoRR},\n volume = {abs/2202.08906},\n year = {2022},\n url = {https://arxiv.org/abs/2202.08906},\n eprinttype = {arXiv},\n eprint = {2202.08906},\n timestamp = {Thu, 17 Aug 2023 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/corr/abs-2202-08906.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n PaLM: Scaling Language Modeling with Pathways.\n \n \n \n \n\n\n \n Chowdhery, A.; Narang, S.; Devlin, J.; Bosma, M.; Mishra, G.; Roberts, A.; Barham, P.; Chung, H. W.; Sutton, C.; Gehrmann, S.; Schuh, P.; Shi, K.; Tsvyashchenko, S.; Maynez, J.; Rao, A.; Barnes, P.; Tay, Y.; Shazeer, N.; Prabhakaran, V.; Reif, E.; Du, N.; Hutchinson, B.; Pope, R.; Bradbury, J.; Austin, J.; Isard, M.; Gur-Ari, G.; Yin, P.; Duke, T.; Levskaya, A.; Ghemawat, S.; Dev, S.; Michalewski, H.; Garcia, X.; Misra, V.; Robinson, K.; Fedus, L.; Zhou, D.; Ippolito, D.; Luan, D.; Lim, H.; Zoph, B.; Spiridonov, A.; Sepassi, R.; Dohan, D.; Agrawal, S.; Omernick, M.; Dai, A. M.; Pillai, T. S.; Pellat, M.; Lewkowycz, A.; Moreira, E.; Child, R.; Polozov, O.; Lee, K.; Zhou, Z.; Wang, X.; Saeta, B.; Diaz, M.; Firat, O.; Catasta, M.; Wei, J.; Meier-Hellstern, K.; Eck, D.; Dean, J.; Petrov, S.; and Fiedel, N.\n\n\n \n\n\n\n
CoRR, abs/2204.02311. 2022.\n
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@article{DBLP:journals/corr/abs-2204-02311,\n author = {Aakanksha Chowdhery and\n Sharan Narang and\n Jacob Devlin and\n Maarten Bosma and\n Gaurav Mishra and\n Adam Roberts and\n Paul Barham and\n Hyung Won Chung and\n Charles Sutton and\n Sebastian Gehrmann and\n Parker Schuh and\n Kensen Shi and\n Sasha Tsvyashchenko and\n Joshua Maynez and\n Abhishek Rao and\n Parker Barnes and\n Yi Tay and\n Noam Shazeer and\n Vinodkumar Prabhakaran and\n Emily Reif and\n Nan Du and\n Ben Hutchinson and\n Reiner Pope and\n James Bradbury and\n Jacob Austin and\n Michael Isard and\n Guy Gur{-}Ari and\n Pengcheng Yin and\n Toju Duke and\n Anselm Levskaya and\n Sanjay Ghemawat and\n Sunipa Dev and\n Henryk Michalewski and\n Xavier Garcia and\n Vedant Misra and\n Kevin Robinson and\n Liam Fedus and\n Denny Zhou and\n Daphne Ippolito and\n David Luan and\n Hyeontaek Lim and\n Barret Zoph and\n Alexander Spiridonov and\n Ryan Sepassi and\n David Dohan and\n Shivani Agrawal and\n Mark Omernick and\n Andrew M. Dai and\n Thanumalayan Sankaranarayana Pillai and\n Marie Pellat and\n Aitor Lewkowycz and\n Erica Moreira and\n Rewon Child and\n Oleksandr Polozov and\n Katherine Lee and\n Zongwei Zhou and\n Xuezhi Wang and\n Brennan Saeta and\n Mark Diaz and\n Orhan Firat and\n Michele Catasta and\n Jason Wei and\n Kathy Meier{-}Hellstern and\n Douglas Eck and\n Jeff Dean and\n Slav Petrov and\n Noah Fiedel},\n title = {PaLM: Scaling Language Modeling with Pathways},\n journal = {CoRR},\n volume = {abs/2204.02311},\n year = {2022},\n url = {https://doi.org/10.48550/arXiv.2204.02311},\n doi = {10.48550/ARXIV.2204.02311},\n eprinttype = {arXiv},\n eprint = {2204.02311},\n timestamp = {Fri, 04 Jul 2025 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/corr/abs-2204-02311.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n muNet: Evolving Pretrained Deep Neural Networks into Scalable Auto-tuning Multitask Systems.\n \n \n \n \n\n\n \n Gesmundo, A.; and Dean, J.\n\n\n \n\n\n\n
CoRR, abs/2205.10937. 2022.\n
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\n\n \n \n Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2205-10937,\n author = {Andrea Gesmundo and\n Jeff Dean},\n title = {muNet: Evolving Pretrained Deep Neural Networks into Scalable Auto-tuning\n Multitask Systems},\n journal = {CoRR},\n volume = {abs/2205.10937},\n year = {2022},\n url = {https://doi.org/10.48550/arXiv.2205.10937},\n doi = {10.48550/ARXIV.2205.10937},\n eprinttype = {arXiv},\n eprint = {2205.10937},\n timestamp = {Mon, 30 May 2022 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/corr/abs-2205-10937.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n An Evolutionary Approach to Dynamic Introduction of Tasks in Large-scale Multitask Learning Systems.\n \n \n \n \n\n\n \n Gesmundo, A.; and Dean, J.\n\n\n \n\n\n\n
CoRR, abs/2205.12755. 2022.\n
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\n\n \n \n Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2205-12755,\n author = {Andrea Gesmundo and\n Jeff Dean},\n title = {An Evolutionary Approach to Dynamic Introduction of Tasks in Large-scale\n Multitask Learning Systems},\n journal = {CoRR},\n volume = {abs/2205.12755},\n year = {2022},\n url = {https://doi.org/10.48550/arXiv.2205.12755},\n doi = {10.48550/ARXIV.2205.12755},\n eprinttype = {arXiv},\n eprint = {2205.12755},\n timestamp = {Mon, 30 May 2022 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/corr/abs-2205-12755.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n Emergent Abilities of Large Language Models.\n \n \n \n \n\n\n \n Wei, J.; Tay, Y.; Bommasani, R.; Raffel, C.; Zoph, B.; Borgeaud, S.; Yogatama, D.; Bosma, M.; Zhou, D.; Metzler, D.; Chi, E. H.; Hashimoto, T.; Vinyals, O.; Liang, P.; Dean, J.; and Fedus, W.\n\n\n \n\n\n\n
CoRR, abs/2206.07682. 2022.\n
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\n\n \n \n Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2206-07682,\n author = {Jason Wei and\n Yi Tay and\n Rishi Bommasani and\n Colin Raffel and\n Barret Zoph and\n Sebastian Borgeaud and\n Dani Yogatama and\n Maarten Bosma and\n Denny Zhou and\n Donald Metzler and\n Ed H. Chi and\n Tatsunori Hashimoto and\n Oriol Vinyals and\n Percy Liang and\n Jeff Dean and\n William Fedus},\n title = {Emergent Abilities of Large Language Models},\n journal = {CoRR},\n volume = {abs/2206.07682},\n year = {2022},\n url = {https://doi.org/10.48550/arXiv.2206.07682},\n doi = {10.48550/ARXIV.2206.07682},\n eprinttype = {arXiv},\n eprint = {2206.07682},\n timestamp = {Tue, 21 Jun 2022 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/corr/abs-2206-07682.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n A Review of Sparse Expert Models in Deep Learning.\n \n \n \n \n\n\n \n Fedus, W.; Dean, J.; and Zoph, B.\n\n\n \n\n\n\n
CoRR, abs/2209.01667. 2022.\n
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@article{DBLP:journals/corr/abs-2209-01667,\n author = {William Fedus and\n Jeff Dean and\n Barret Zoph},\n title = {A Review of Sparse Expert Models in Deep Learning},\n journal = {CoRR},\n volume = {abs/2209.01667},\n year = {2022},\n url = {https://doi.org/10.48550/arXiv.2209.01667},\n doi = {10.48550/ARXIV.2209.01667},\n eprinttype = {arXiv},\n eprint = {2209.01667},\n timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/corr/abs-2209-01667.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n Scaling Instruction-Finetuned Language Models.\n \n \n \n \n\n\n \n Chung, H. W.; Hou, L.; Longpre, S.; Zoph, B.; Tay, Y.; Fedus, W.; Li, E.; Wang, X.; Dehghani, M.; Brahma, S.; Webson, A.; Gu, S. S.; Dai, Z.; Suzgun, M.; Chen, X.; Chowdhery, A.; Narang, S.; Mishra, G.; Yu, A.; Zhao, V. Y.; Huang, Y.; Dai, A. M.; Yu, H.; Petrov, S.; Chi, E. H.; Dean, J.; Devlin, J.; Roberts, A.; Zhou, D.; Le, Q. V.; and Wei, J.\n\n\n \n\n\n\n
CoRR, abs/2210.11416. 2022.\n
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@article{DBLP:journals/corr/abs-2210-11416,\n author = {Hyung Won Chung and\n Le Hou and\n Shayne Longpre and\n Barret Zoph and\n Yi Tay and\n William Fedus and\n Eric Li and\n Xuezhi Wang and\n Mostafa Dehghani and\n Siddhartha Brahma and\n Albert Webson and\n Shixiang Shane Gu and\n Zhuyun Dai and\n Mirac Suzgun and\n Xinyun Chen and\n Aakanksha Chowdhery and\n Sharan Narang and\n Gaurav Mishra and\n Adams Yu and\n Vincent Y. Zhao and\n Yanping Huang and\n Andrew M. Dai and\n Hongkun Yu and\n Slav Petrov and\n Ed H. Chi and\n Jeff Dean and\n Jacob Devlin and\n Adam Roberts and\n Denny Zhou and\n Quoc V. Le and\n Jason Wei},\n title = {Scaling Instruction-Finetuned Language Models},\n journal = {CoRR},\n volume = {abs/2210.11416},\n year = {2022},\n url = {https://doi.org/10.48550/arXiv.2210.11416},\n doi = {10.48550/ARXIV.2210.11416},\n eprinttype = {arXiv},\n eprint = {2210.11416},\n timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},\n biburl = {https://dblp.org/rec/journals/corr/abs-2210-11416.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n \n 2021\n \n \n (3)\n \n \n
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\n \n \n
\n
\n\n \n \n \n \n \n \n A graph placement methodology for fast chip design.\n \n \n \n \n\n\n \n Mirhoseini, A.; Goldie, A.; Yazgan, M.; Jiang, J. W.; Songhori, E. M.; Wang, S.; Lee, Y.; Johnson, E.; Pathak, O.; Nazi, A.; Pak, J.; Tong, A.; Srinivasa, K.; Hang, W.; Tuncer, E.; Le, Q. V.; Laudon, J.; Ho, R.; Carpenter, R.; and Dean, J.\n\n\n \n\n\n\n
Nat., 594(7862): 207–212. 2021.\n
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\n
@article{DBLP:journals/nature/MirhoseiniGYJSW21,\n author = {Azalia Mirhoseini and\n Anna Goldie and\n Mustafa Yazgan and\n Joe Wenjie Jiang and\n Ebrahim M. Songhori and\n Shen Wang and\n Young{-}Joon Lee and\n Eric Johnson and\n Omkar Pathak and\n Azade Nazi and\n Jiwoo Pak and\n Andy Tong and\n Kavya Srinivasa and\n William Hang and\n Emre Tuncer and\n Quoc V. Le and\n James Laudon and\n Richard Ho and\n Roger Carpenter and\n Jeff Dean},\n title = {A graph placement methodology for fast chip design},\n journal = {Nat.},\n volume = {594},\n number = {7862},\n pages = {207--212},\n year = {2021},\n url = {https://doi.org/10.1038/s41586-021-03544-w},\n doi = {10.1038/S41586-021-03544-W},\n timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},\n biburl = {https://dblp.org/rec/journals/nature/MirhoseiniGYJSW21.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n Deep learning-enabled medical computer vision.\n \n \n \n \n\n\n \n Esteva, A.; Chou, K.; Yeung, S.; Naik, N.; Madani, A.; Mottaghi, A.; Liu, Y.; Topol, E. J.; Dean, J.; and Socher, R.\n\n\n \n\n\n\n
npj Digit. Medicine, 4. 2021.\n
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@article{DBLP:journals/npjdm/EstevaCYNMM0TDS21,\n author = {Andre Esteva and\n Katherine Chou and\n Serena Yeung and\n Nikhil Naik and\n Ali Madani and\n Ali Mottaghi and\n Yun Liu and\n Eric J. Topol and\n Jeff Dean and\n Richard Socher},\n title = {Deep learning-enabled medical computer vision},\n journal = {npj Digit. Medicine},\n volume = {4},\n year = {2021},\n url = {https://doi.org/10.1038/s41746-020-00376-2},\n doi = {10.1038/S41746-020-00376-2},\n timestamp = {Wed, 27 Nov 2024 00:00:00 +0100},\n biburl = {https://dblp.org/rec/journals/npjdm/EstevaCYNMM0TDS21.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n Carbon Emissions and Large Neural Network Training.\n \n \n \n \n\n\n \n Patterson, D. A.; Gonzalez, J.; Le, Q. V.; Liang, C.; Munguia, L.; Rothchild, D.; So, D. R.; Texier, M.; and Dean, J.\n\n\n \n\n\n\n
CoRR, abs/2104.10350. 2021.\n
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\n\n \n \n Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2104-10350,\n author = {David A. Patterson and\n Joseph Gonzalez and\n Quoc V. Le and\n Chen Liang and\n Lluis{-}Miquel Munguia and\n Daniel Rothchild and\n David R. So and\n Maud Texier and\n Jeff Dean},\n title = {Carbon Emissions and Large Neural Network Training},\n journal = {CoRR},\n volume = {abs/2104.10350},\n year = {2021},\n url = {https://arxiv.org/abs/2104.10350},\n eprinttype = {arXiv},\n eprint = {2104.10350},\n timestamp = {Thu, 13 Apr 2023 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/corr/abs-2104-10350.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n \n 2020\n \n \n (4)\n \n \n
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\n\n \n \n \n \n \n \n Customization scenarios for de-identification of clinical notes.\n \n \n \n \n\n\n \n Hartman, T.; Howell, M. D.; Dean, J.; Hoory, S.; Slyper, R.; Laish, I.; Gilon, O.; Vainstein, D.; Corrado, G.; Chou, K.; Po, M. J.; Williams, J.; Ellis, S.; Bee, G.; Hassidim, A.; Amira, R.; Beryozkin, G.; Szpektor, I.; and Matias, Y.\n\n\n \n\n\n\n
BMC Medical Informatics Decis. Mak., 20(1): 14. 2020.\n
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@article{DBLP:journals/midm/HartmanHDHSLGVC20,\n author = {Tzvika Hartman and\n Michael D. Howell and\n Jeff Dean and\n Shlomo Hoory and\n Ronit Slyper and\n Itay Laish and\n Oren Gilon and\n Danny Vainstein and\n Greg Corrado and\n Katherine Chou and\n Ming Jack Po and\n Jutta Williams and\n Scott Ellis and\n Gavin Bee and\n Avinatan Hassidim and\n Rony Amira and\n Genady Beryozkin and\n Idan Szpektor and\n Yossi Matias},\n title = {Customization scenarios for de-identification of clinical notes},\n journal = {{BMC} Medical Informatics Decis. Mak.},\n volume = {20},\n number = {1},\n pages = {14},\n year = {2020},\n url = {https://doi.org/10.1186/s12911-020-1026-2},\n doi = {10.1186/S12911-020-1026-2},\n timestamp = {Sun, 06 Sep 2020 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/midm/HartmanHDHSLGVC20.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n 1.1 The Deep Learning Revolution and Its Implications for Computer Architecture and Chip Design.\n \n \n \n \n\n\n \n Dean, J.\n\n\n \n\n\n\n In
2020 IEEE International Solid- State Circuits Conference, ISSCC 2020, San Francisco, CA, USA, February 16-20, 2020, pages 8–14, 2020. \n
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\n\n \n \n Paper\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n
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@inproceedings{DBLP:conf/isscc/Dean20,\n author = {Jeffrey Dean},\n title = {1.1 The Deep Learning Revolution and Its Implications for Computer\n Architecture and Chip Design},\n booktitle = {2020 {IEEE} International Solid- State Circuits Conference, {ISSCC}\n 2020, San Francisco, CA, USA, February 16-20, 2020},\n pages = {8--14},\n year = {2020},\n crossref = {DBLP:conf/isscc/2020},\n url = {https://doi.org/10.1109/ISSCC19947.2020.9063049},\n doi = {10.1109/ISSCC19947.2020.9063049},\n timestamp = {Sat, 18 Apr 2020 17:41:44 +0200},\n biburl = {https://dblp.org/rec/conf/isscc/Dean20.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n Chip Placement with Deep Reinforcement Learning.\n \n \n \n \n\n\n \n Mirhoseini, A.; Goldie, A.; Yazgan, M.; Jiang, J. W. J.; Songhori, E. M.; Wang, S.; Lee, Y.; Johnson, E.; Pathak, O.; Bae, S.; Nazi, A.; Pak, J.; Tong, A.; Srinivasa, K.; Hang, W.; Tuncer, E.; Babu, A.; Le, Q. V.; Laudon, J.; Ho, R.; Carpenter, R.; and Dean, J.\n\n\n \n\n\n\n
CoRR, abs/2004.10746. 2020.\n
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\n\n \n \n Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2004-10746,\n author = {Azalia Mirhoseini and\n Anna Goldie and\n Mustafa Yazgan and\n Joe W. J. Jiang and\n Ebrahim M. Songhori and\n Shen Wang and\n Young{-}Joon Lee and\n Eric Johnson and\n Omkar Pathak and\n Sungmin Bae and\n Azade Nazi and\n Jiwoo Pak and\n Andy Tong and\n Kavya Srinivasa and\n William Hang and\n Emre Tuncer and\n Anand Babu and\n Quoc V. Le and\n James Laudon and\n Richard Ho and\n Roger Carpenter and\n Jeff Dean},\n title = {Chip Placement with Deep Reinforcement Learning},\n journal = {CoRR},\n volume = {abs/2004.10746},\n year = {2020},\n url = {https://arxiv.org/abs/2004.10746},\n eprinttype = {arXiv},\n eprint = {2004.10746},\n timestamp = {Fri, 29 Apr 2022 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/corr/abs-2004-10746.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n Interlocking Backpropagation: Improving depthwise model-parallelism.\n \n \n \n \n\n\n \n Gomez, A. N.; Key, O.; Gou, S.; Frosst, N.; Dean, J.; and Gal, Y.\n\n\n \n\n\n\n
CoRR, abs/2010.04116. 2020.\n
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\n\n \n \n Paper\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n
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@article{DBLP:journals/corr/abs-2010-04116,\n author = {Aidan N. Gomez and\n Oscar Key and\n Stephen Gou and\n Nick Frosst and\n Jeff Dean and\n Yarin Gal},\n title = {Interlocking Backpropagation: Improving depthwise model-parallelism},\n journal = {CoRR},\n volume = {abs/2010.04116},\n year = {2020},\n url = {https://arxiv.org/abs/2010.04116},\n eprinttype = {arXiv},\n eprint = {2010.04116},\n timestamp = {Tue, 13 Oct 2020 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/corr/abs-2010-04116.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n \n 2019\n \n \n (4)\n \n \n
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\n\n \n \n \n \n \n \n Deep Learning for Solving Important Problems.\n \n \n \n \n\n\n \n Dean, J.\n\n\n \n\n\n\n In
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019, pages 1, 2019. \n
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@inproceedings{DBLP:conf/www/Dean19,\n author = {Jeff Dean},\n title = {Deep Learning for Solving Important Problems},\n booktitle = {The World Wide Web Conference, {WWW} 2019, San Francisco, CA, USA,\n May 13-17, 2019},\n pages = {1},\n year = {2019},\n crossref = {DBLP:conf/www/2019},\n url = {https://doi.org/10.1145/3308558.3313785},\n doi = {10.1145/3308558.3313785},\n timestamp = {Sun, 22 Sep 2019 18:12:47 +0200},\n biburl = {https://dblp.org/rec/conf/www/Dean19.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n SysML: The New Frontier of Machine Learning Systems.\n \n \n \n \n\n\n \n Ratner, A.; Alistarh, D.; Alonso, G.; Andersen, D. G.; Bailis, P.; Bird, S.; Carlini, N.; Catanzaro, B.; Chung, E. S.; Dally, B.; Dean, J.; Dhillon, I. S.; Dimakis, A. G.; Dubey, P.; Elkan, C.; Fursin, G.; Ganger, G. R.; Getoor, L.; Gibbons, P. B.; Gibson, G. A.; Gonzalez, J. E.; Gottschlich, J.; Han, S.; Hazelwood, K. M.; Huang, F.; Jaggi, M.; Jamieson, K. G.; Jordan, M. I.; Joshi, G.; Khalaf, R.; Knight, J.; Konečný, J.; Kraska, T.; Kumar, A.; Kyrillidis, A.; Li, J.; Madden, S.; McMahan, H. B.; Meijer, E.; Mitliagkas, I.; Monga, R.; Murray, D. G.; Papailiopoulos, D. S.; Pekhimenko, G.; Rekatsinas, T.; Rostamizadeh, A.; Ré, C.; Sa, C. D.; Sedghi, H.; Sen, S.; Smith, V.; Smola, A.; Song, D.; Sparks, E. R.; Stoica, I.; Sze, V.; Udell, M.; Vanschoren, J.; Venkataraman, S.; Vinayak, R.; Weimer, M.; Wilson, A. G.; Xing, E. P.; Zaharia, M.; Zhang, C.; and Talwalkar, A.\n\n\n \n\n\n\n
CoRR, abs/1904.03257. 2019.\n
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@article{DBLP:journals/corr/abs-1904-03257,\n author = {Alexander Ratner and\n Dan Alistarh and\n Gustavo Alonso and\n David G. Andersen and\n Peter Bailis and\n Sarah Bird and\n Nicholas Carlini and\n Bryan Catanzaro and\n Eric S. Chung and\n Bill Dally and\n Jeff Dean and\n Inderjit S. Dhillon and\n Alexandros G. Dimakis and\n Pradeep Dubey and\n Charles Elkan and\n Grigori Fursin and\n Gregory R. Ganger and\n Lise Getoor and\n Phillip B. Gibbons and\n Garth A. Gibson and\n Joseph E. Gonzalez and\n Justin Gottschlich and\n Song Han and\n Kim M. Hazelwood and\n Furong Huang and\n Martin Jaggi and\n Kevin G. Jamieson and\n Michael I. Jordan and\n Gauri Joshi and\n Rania Khalaf and\n Jason Knight and\n Jakub Kone{\\v{c}}n{\\'y} and\n Tim Kraska and\n Arun Kumar and\n Anastasios Kyrillidis and\n Jing Li and\n Samuel Madden and\n H. Brendan McMahan and\n Erik Meijer and\n Ioannis Mitliagkas and\n Rajat Monga and\n Derek Gordon Murray and\n Dimitris S. Papailiopoulos and\n Gennady Pekhimenko and\n Theodoros Rekatsinas and\n Afshin Rostamizadeh and\n Christopher R{\\'{e}} and\n Christopher De Sa and\n Hanie Sedghi and\n Siddhartha Sen and\n Virginia Smith and\n Alex Smola and\n Dawn Song and\n Evan Randall Sparks and\n Ion Stoica and\n Vivienne Sze and\n Madeleine Udell and\n Joaquin Vanschoren and\n Shivaram Venkataraman and\n Rashmi Vinayak and\n Markus Weimer and\n Andrew Gordon Wilson and\n Eric P. Xing and\n Matei Zaharia and\n Ce Zhang and\n Ameet Talwalkar},\n title = {SysML: The New Frontier of Machine Learning Systems},\n journal = {CoRR},\n volume = {abs/1904.03257},\n year = {2019},\n url = {http://arxiv.org/abs/1904.03257},\n eprinttype = {arXiv},\n eprint = {1904.03257},\n timestamp = {Mon, 29 Jul 2024 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/corr/abs-1904-03257.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n Accelerating Deep Learning by Focusing on the Biggest Losers.\n \n \n \n \n\n\n \n Jiang, A. H.; Wong, D. L.; Zhou, G.; Andersen, D. G.; Dean, J.; Ganger, G. R.; Joshi, G.; Kaminsky, M.; Kozuch, M.; Lipton, Z. C.; and Pillai, P.\n\n\n \n\n\n\n
CoRR, abs/1910.00762. 2019.\n
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@article{DBLP:journals/corr/abs-1910-00762,\n author = {Angela H. Jiang and\n Daniel L.{-}K. Wong and\n Giulio Zhou and\n David G. Andersen and\n Jeffrey Dean and\n Gregory R. Ganger and\n Gauri Joshi and\n Michael Kaminsky and\n Michael Kozuch and\n Zachary C. Lipton and\n Padmanabhan Pillai},\n title = {Accelerating Deep Learning by Focusing on the Biggest Losers},\n journal = {CoRR},\n volume = {abs/1910.00762},\n year = {2019},\n url = {http://arxiv.org/abs/1910.00762},\n eprinttype = {arXiv},\n eprint = {1910.00762},\n timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/corr/abs-1910-00762.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n The Deep Learning Revolution and Its Implications for Computer Architecture and Chip Design.\n \n \n \n \n\n\n \n Dean, J.\n\n\n \n\n\n\n
CoRR, abs/1911.05289. 2019.\n
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@article{DBLP:journals/corr/abs-1911-05289,\n author = {Jeffrey Dean},\n title = {The Deep Learning Revolution and Its Implications for Computer Architecture\n and Chip Design},\n journal = {CoRR},\n volume = {abs/1911.05289},\n year = {2019},\n url = {http://arxiv.org/abs/1911.05289},\n eprinttype = {arXiv},\n eprint = {1911.05289},\n timestamp = {Mon, 02 Dec 2019 00:00:00 +0100},\n biburl = {https://dblp.org/rec/journals/corr/abs-1911-05289.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n \n 2018\n \n \n (12)\n \n \n
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\n\n \n \n \n \n \n \n A New Golden Age in Computer Architecture: Empowering the Machine-Learning Revolution.\n \n \n \n \n\n\n \n Dean, J.; Patterson, D. A.; and Young, C.\n\n\n \n\n\n\n
IEEE Micro, 38(2): 21–29. 2018.\n
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@article{DBLP:journals/micro/DeanPY18,\n author = {Jeff Dean and\n David A. Patterson and\n Cliff Young},\n title = {A New Golden Age in Computer Architecture: Empowering the Machine-Learning\n Revolution},\n journal = {{IEEE} Micro},\n volume = {38},\n number = {2},\n pages = {21--29},\n year = {2018},\n url = {https://doi.org/10.1109/MM.2018.112130030},\n doi = {10.1109/MM.2018.112130030},\n timestamp = {Thu, 13 Apr 2023 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/micro/DeanPY18.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n Reply: metrics to assess machine learning models.\n \n \n \n \n\n\n \n Rajkomar, A.; Dai, A. M.; Sun, M.; Hardt, M.; Chen, K.; Rough, K.; and Dean, J.\n\n\n \n\n\n\n
npj Digit. Medicine, 1. 2018.\n
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@article{DBLP:journals/npjdm/RajkomarDSH0RD18,\n author = {Alvin Rajkomar and\n Andrew M. Dai and\n Mimi Sun and\n Michaela Hardt and\n Kai Chen and\n Kathryn Rough and\n Jeffrey Dean},\n title = {Reply: metrics to assess machine learning models},\n journal = {npj Digit. Medicine},\n volume = {1},\n year = {2018},\n url = {https://doi.org/10.1038/s41746-018-0063-z},\n doi = {10.1038/S41746-018-0063-Z},\n timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/npjdm/RajkomarDSH0RD18.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n Scalable and accurate deep learning with electronic health records.\n \n \n \n \n\n\n \n Rajkomar, A.; Oren, E.; Chen, K.; Dai, A. M.; Hajaj, N.; Hardt, M.; Liu, P. J.; Liu, X.; Marcus, J.; Sun, M.; Sundberg, P.; Yee, H.; Zhang, K.; Zhang, Y.; Flores, G.; Duggan, G. E.; Irvine, J.; Le, Q.; Litsch, K.; Mossin, A.; Tansuwan, J.; Wang, D.; Wexler, J.; Wilson, J.; Ludwig, D.; Volchenboum, S. L.; Chou, K.; Pearson, M.; Madabushi, S.; Shah, N. H.; Butte, A. J.; Howell, M. D.; Cui, C.; Corrado, G. S.; and Dean, J.\n\n\n \n\n\n\n
npj Digit. Medicine, 1. 2018.\n
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@article{DBLP:journals/npjdm/RajkomarO0DHHLL18,\n author = {Alvin Rajkomar and\n Eyal Oren and\n Kai Chen and\n Andrew M. Dai and\n Nissan Hajaj and\n Michaela Hardt and\n Peter J. Liu and\n Xiaobing Liu and\n Jake Marcus and\n Mimi Sun and\n Patrik Sundberg and\n Hector Yee and\n Kun Zhang and\n Yi Zhang and\n Gerardo Flores and\n Gavin E. Duggan and\n Jamie Irvine and\n Quoc Le and\n Kurt Litsch and\n Alexander Mossin and\n Justin Tansuwan and\n De Wang and\n James Wexler and\n Jimbo Wilson and\n Dana Ludwig and\n Samuel L. Volchenboum and\n Katherine Chou and\n Michael Pearson and\n Srinivasan Madabushi and\n Nigam H. Shah and\n Atul J. Butte and\n Michael D. Howell and\n Claire Cui and\n Gregory S. Corrado and\n Jeffrey Dean},\n title = {Scalable and accurate deep learning with electronic health records},\n journal = {npj Digit. Medicine},\n volume = {1},\n year = {2018},\n url = {https://doi.org/10.1038/s41746-018-0029-1},\n doi = {10.1038/S41746-018-0029-1},\n timestamp = {Tue, 08 Oct 2024 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/npjdm/RajkomarO0DHHLL18.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n Dynamic control flow in large-scale machine learning.\n \n \n \n \n\n\n \n Yu, Y.; Abadi, M.; Barham, P.; Brevdo, E.; Burrows, M.; Davis, A.; Dean, J.; Ghemawat, S.; Harley, T.; Hawkins, P.; Isard, M.; Kudlur, M.; Monga, R.; Murray, D. G.; and Zheng, X.\n\n\n \n\n\n\n In
Proceedings of the Thirteenth EuroSys Conference, EuroSys 2018, Porto, Portugal, April 23-26, 2018, pages 18:1–18:15, 2018. \n
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@inproceedings{DBLP:conf/eurosys/YuABBBDDGHHIKMM18,\n author = {Yuan Yu and\n Mart{\\'{\\i}}n Abadi and\n Paul Barham and\n Eugene Brevdo and\n Mike Burrows and\n Andy Davis and\n Jeff Dean and\n Sanjay Ghemawat and\n Tim Harley and\n Peter Hawkins and\n Michael Isard and\n Manjunath Kudlur and\n Rajat Monga and\n Derek Gordon Murray and\n Xiaoqiang Zheng},\n title = {Dynamic control flow in large-scale machine learning},\n booktitle = {Proceedings of the Thirteenth EuroSys Conference, EuroSys 2018, Porto,\n Portugal, April 23-26, 2018},\n pages = {18:1--18:15},\n year = {2018},\n crossref = {DBLP:conf/eurosys/2018},\n url = {https://doi.org/10.1145/3190508.3190551},\n doi = {10.1145/3190508.3190551},\n timestamp = {Thu, 23 Jun 2022 19:57:07 +0200},\n biburl = {https://dblp.org/rec/conf/eurosys/YuABBBDDGHHIKMM18.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n A Hierarchical Model for Device Placement.\n \n \n \n \n\n\n \n Mirhoseini, A.; Goldie, A.; Pham, H.; Steiner, B.; Le, Q. V.; and Dean, J.\n\n\n \n\n\n\n In
6th International Conference on Learning Representations, ICLR 2018, Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings, 2018. \n
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@inproceedings{DBLP:conf/iclr/MirhoseiniGPSLD18,\n author = {Azalia Mirhoseini and\n Anna Goldie and\n Hieu Pham and\n Benoit Steiner and\n Quoc V. Le and\n Jeff Dean},\n title = {A Hierarchical Model for Device Placement},\n booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,\n Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings},\n year = {2018},\n crossref = {DBLP:conf/iclr/2018},\n url = {https://openreview.net/forum?id=Hkc-TeZ0W},\n timestamp = {Thu, 11 Jan 2024 00:00:00 +0100},\n biburl = {https://dblp.org/rec/conf/iclr/MirhoseiniGPSLD18.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n Faster Discovery of Neural Architectures by Searching for Paths in a Large Model.\n \n \n \n \n\n\n \n Pham, H.; Guan, M. Y.; Zoph, B.; Le, Q. V.; and Dean, J.\n\n\n \n\n\n\n In
6th International Conference on Learning Representations, ICLR 2018, Vancouver, BC, Canada, April 30 - May 3, 2018, Workshop Track Proceedings, 2018. \n
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@inproceedings{DBLP:conf/iclr/PhamGZLD18,\n author = {Hieu Pham and\n Melody Y. Guan and\n Barret Zoph and\n Quoc V. Le and\n Jeff Dean},\n title = {Faster Discovery of Neural Architectures by Searching for Paths in\n a Large Model},\n booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,\n Vancouver, BC, Canada, April 30 - May 3, 2018, Workshop Track Proceedings},\n year = {2018},\n crossref = {DBLP:conf/iclr/2018w},\n url = {https://openreview.net/forum?id=rJkCq4JvM},\n timestamp = {Thu, 11 Jan 2024 00:00:00 +0100},\n biburl = {https://dblp.org/rec/conf/iclr/PhamGZLD18.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n Efficient Neural Architecture Search via Parameter Sharing.\n \n \n \n \n\n\n \n Pham, H.; Guan, M. Y.; Zoph, B.; Le, Q. V.; and Dean, J.\n\n\n \n\n\n\n In
Proceedings of the 35th International Conference on Machine Learning, ICML 2018, Stockholmsmässan, Stockholm, Sweden, July 10-15, 2018, pages 4092–4101, 2018. \n
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@inproceedings{DBLP:conf/icml/PhamGZLD18,\n author = {Hieu Pham and\n Melody Y. Guan and\n Barret Zoph and\n Quoc V. Le and\n Jeff Dean},\n title = {Efficient Neural Architecture Search via Parameter Sharing},\n booktitle = {Proceedings of the 35th International Conference on Machine Learning,\n {ICML} 2018, Stockholmsm{\\"{a}}ssan, Stockholm, Sweden, July 10-15,\n 2018},\n pages = {4092--4101},\n year = {2018},\n crossref = {DBLP:conf/icml/2018},\n url = {http://proceedings.mlr.press/v80/pham18a.html},\n timestamp = {Thu, 11 Jan 2024 00:00:00 +0100},\n biburl = {https://dblp.org/rec/conf/icml/PhamGZLD18.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n The Case for Learned Index Structures.\n \n \n \n \n\n\n \n Kraska, T.; Beutel, A.; Chi, E. H.; Dean, J.; and Polyzotis, N.\n\n\n \n\n\n\n In
Proceedings of the 2018 International Conference on Management of Data, SIGMOD Conference 2018, Houston, TX, USA, June 10-15, 2018, pages 489–504, 2018. \n
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@inproceedings{DBLP:conf/sigmod/KraskaBCDP18,\n author = {Tim Kraska and\n Alex Beutel and\n Ed H. Chi and\n Jeffrey Dean and\n Neoklis Polyzotis},\n title = {The Case for Learned Index Structures},\n booktitle = {Proceedings of the 2018 International Conference on Management of\n Data, {SIGMOD} Conference 2018, Houston, TX, USA, June 10-15, 2018},\n pages = {489--504},\n year = {2018},\n crossref = {DBLP:conf/sigmod/2018},\n url = {https://doi.org/10.1145/3183713.3196909},\n doi = {10.1145/3183713.3196909},\n timestamp = {Wed, 21 Nov 2018 12:44:08 +0100},\n biburl = {https://dblp.org/rec/conf/sigmod/KraskaBCDP18.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n Scalable and accurate deep learning for electronic health records.\n \n \n \n \n\n\n \n Rajkomar, A.; Oren, E.; Chen, K.; Dai, A. M.; Hajaj, N.; Liu, P. J.; Liu, X.; Sun, M.; Sundberg, P.; Yee, H.; Zhang, K.; Duggan, G. E.; Flores, G.; Hardt, M.; Irvine, J.; Le, Q. V.; Litsch, K.; Marcus, J.; Mossin, A.; Tansuwan, J.; Wang, D.; Wexler, J.; Wilson, J.; Ludwig, D.; Volchenboum, S. L.; Chou, K.; Pearson, M.; Madabushi, S.; Shah, N. H.; Butte, A. J.; Howell, M. D.; Cui, C.; Corrado, G.; and Dean, J.\n\n\n \n\n\n\n
CoRR, abs/1801.07860. 2018.\n
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@article{DBLP:journals/corr/abs-1801-07860,\n author = {Alvin Rajkomar and\n Eyal Oren and\n Kai Chen and\n Andrew M. Dai and\n Nissan Hajaj and\n Peter J. Liu and\n Xiaobing Liu and\n Mimi Sun and\n Patrik Sundberg and\n Hector Yee and\n Kun Zhang and\n Gavin E. Duggan and\n Gerardo Flores and\n Michaela Hardt and\n Jamie Irvine and\n Quoc V. Le and\n Kurt Litsch and\n Jake Marcus and\n Alexander Mossin and\n Justin Tansuwan and\n De Wang and\n James Wexler and\n Jimbo Wilson and\n Dana Ludwig and\n Samuel L. Volchenboum and\n Katherine Chou and\n Michael Pearson and\n Srinivasan Madabushi and\n Nigam H. Shah and\n Atul J. Butte and\n Michael D. Howell and\n Claire Cui and\n Greg Corrado and\n Jeff Dean},\n title = {Scalable and accurate deep learning for electronic health records},\n journal = {CoRR},\n volume = {abs/1801.07860},\n year = {2018},\n url = {http://arxiv.org/abs/1801.07860},\n eprinttype = {arXiv},\n eprint = {1801.07860},\n timestamp = {Tue, 08 Oct 2024 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/corr/abs-1801-07860.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n Efficient Neural Architecture Search via Parameter Sharing.\n \n \n \n \n\n\n \n Pham, H.; Guan, M. Y.; Zoph, B.; Le, Q. V.; and Dean, J.\n\n\n \n\n\n\n
CoRR, abs/1802.03268. 2018.\n
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@article{DBLP:journals/corr/abs-1802-03268,\n author = {Hieu Pham and\n Melody Y. Guan and\n Barret Zoph and\n Quoc V. Le and\n Jeff Dean},\n title = {Efficient Neural Architecture Search via Parameter Sharing},\n journal = {CoRR},\n volume = {abs/1802.03268},\n year = {2018},\n url = {http://arxiv.org/abs/1802.03268},\n eprinttype = {arXiv},\n eprint = {1802.03268},\n timestamp = {Thu, 11 Jan 2024 00:00:00 +0100},\n biburl = {https://dblp.org/rec/journals/corr/abs-1802-03268.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n Dynamic Control Flow in Large-Scale Machine Learning.\n \n \n \n \n\n\n \n Yu, Y.; Abadi, M.; Barham, P.; Brevdo, E.; Burrows, M.; Davis, A.; Dean, J.; Ghemawat, S.; Harley, T.; Hawkins, P.; Isard, M.; Kudlur, M.; Monga, R.; Murray, D. G.; and Zheng, X.\n\n\n \n\n\n\n
CoRR, abs/1805.01772. 2018.\n
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@article{DBLP:journals/corr/abs-1805-01772,\n author = {Yuan Yu and\n Mart{\\'{\\i}}n Abadi and\n Paul Barham and\n Eugene Brevdo and\n Mike Burrows and\n Andy Davis and\n Jeff Dean and\n Sanjay Ghemawat and\n Tim Harley and\n Peter Hawkins and\n Michael Isard and\n Manjunath Kudlur and\n Rajat Monga and\n Derek Gordon Murray and\n Xiaoqiang Zheng},\n title = {Dynamic Control Flow in Large-Scale Machine Learning},\n journal = {CoRR},\n volume = {abs/1805.01772},\n year = {2018},\n url = {http://arxiv.org/abs/1805.01772},\n eprinttype = {arXiv},\n eprint = {1805.01772},\n timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/corr/abs-1805-01772.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n Microscope 2.0: An Augmented Reality Microscope with Real-time Artificial Intelligence Integration.\n \n \n \n \n\n\n \n Chen, P. C.; Gadepalli, K.; MacDonald, R.; Liu, Y.; Nagpal, K.; Kohlberger, T.; Dean, J.; Corrado, G. S.; Hipp, J. D.; and Stumpe, M. C.\n\n\n \n\n\n\n
CoRR, abs/1812.00825. 2018.\n
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@article{DBLP:journals/corr/abs-1812-00825,\n author = {Po{-}Hsuan Cameron Chen and\n Krishna Gadepalli and\n Robert MacDonald and\n Yun Liu and\n Kunal Nagpal and\n Timo Kohlberger and\n Jeffrey Dean and\n Gregory S. Corrado and\n Jason D. Hipp and\n Martin C. Stumpe},\n title = {Microscope 2.0: An Augmented Reality Microscope with Real-time Artificial\n Intelligence Integration},\n journal = {CoRR},\n volume = {abs/1812.00825},\n year = {2018},\n url = {http://arxiv.org/abs/1812.00825},\n eprinttype = {arXiv},\n eprint = {1812.00825},\n timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},\n biburl = {https://dblp.org/rec/journals/corr/abs-1812-00825.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n \n 2017\n \n \n (8)\n \n \n
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\n\n \n \n \n \n \n \n Google's Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation.\n \n \n \n \n\n\n \n Johnson, M.; Schuster, M.; Le, Q. V.; Krikun, M.; Wu, Y.; Chen, Z.; Thorat, N.; Viégas, F. B.; Wattenberg, M.; Corrado, G.; Hughes, M.; and Dean, J.\n\n\n \n\n\n\n
Trans. Assoc. Comput. Linguistics, 5: 339–351. 2017.\n
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@article{DBLP:journals/tacl/JohnsonSLKWCTVW17,\n author = {Melvin Johnson and\n Mike Schuster and\n Quoc V. Le and\n Maxim Krikun and\n Yonghui Wu and\n Zhifeng Chen and\n Nikhil Thorat and\n Fernanda B. Vi{\\'{e}}gas and\n Martin Wattenberg and\n Greg Corrado and\n Macduff Hughes and\n Jeffrey Dean},\n title = {Google's Multilingual Neural Machine Translation System: Enabling\n Zero-Shot Translation},\n journal = {Trans. Assoc. Comput. Linguistics},\n volume = {5},\n pages = {339--351},\n year = {2017},\n url = {https://doi.org/10.1162/tacl\\_a\\_00065},\n doi = {10.1162/TACL\\_A\\_00065},\n timestamp = {Wed, 19 Jun 2024 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/tacl/JohnsonSLKWCTVW17.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer.\n \n \n \n \n\n\n \n Shazeer, N.; Mirhoseini, A.; Maziarz, K.; Davis, A.; Le, Q. V.; Hinton, G. E.; and Dean, J.\n\n\n \n\n\n\n In
5th International Conference on Learning Representations, ICLR 2017, Toulon, France, April 24-26, 2017, Conference Track Proceedings, 2017. \n
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@inproceedings{DBLP:conf/iclr/ShazeerMMDLHD17,\n author = {Noam Shazeer and\n Azalia Mirhoseini and\n Krzysztof Maziarz and\n Andy Davis and\n Quoc V. Le and\n Geoffrey E. Hinton and\n Jeff Dean},\n title = {Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts\n Layer},\n booktitle = {5th International Conference on Learning Representations, {ICLR} 2017,\n Toulon, France, April 24-26, 2017, Conference Track Proceedings},\n year = {2017},\n crossref = {DBLP:conf/iclr/2017},\n url = {https://openreview.net/forum?id=B1ckMDqlg},\n timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},\n biburl = {https://dblp.org/rec/conf/iclr/ShazeerMMDLHD17.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n Device Placement Optimization with Reinforcement Learning.\n \n \n \n \n\n\n \n Mirhoseini, A.; Pham, H.; Le, Q. V.; Steiner, B.; Larsen, R.; Zhou, Y.; Kumar, N.; Norouzi, M.; Bengio, S.; and Dean, J.\n\n\n \n\n\n\n In
Proceedings of the 34th International Conference on Machine Learning, ICML 2017, Sydney, NSW, Australia, 6-11 August 2017, pages 2430–2439, 2017. \n
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@inproceedings{DBLP:conf/icml/MirhoseiniPLSLZ17,\n author = {Azalia Mirhoseini and\n Hieu Pham and\n Quoc V. Le and\n Benoit Steiner and\n Rasmus Larsen and\n Yuefeng Zhou and\n Naveen Kumar and\n Mohammad Norouzi and\n Samy Bengio and\n Jeff Dean},\n title = {Device Placement Optimization with Reinforcement Learning},\n booktitle = {Proceedings of the 34th International Conference on Machine Learning,\n {ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},\n pages = {2430--2439},\n year = {2017},\n crossref = {DBLP:conf/icml/2017},\n url = {http://proceedings.mlr.press/v70/mirhoseini17a.html},\n timestamp = {Thu, 11 Jan 2024 00:00:00 +0100},\n biburl = {https://dblp.org/rec/conf/icml/MirhoseiniPLSLZ17.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer.\n \n \n \n \n\n\n \n Shazeer, N.; Mirhoseini, A.; Maziarz, K.; Davis, A.; Le, Q. V.; Hinton, G. E.; and Dean, J.\n\n\n \n\n\n\n
CoRR, abs/1701.06538. 2017.\n
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@article{DBLP:journals/corr/ShazeerMMDLHD17,\n author = {Noam Shazeer and\n Azalia Mirhoseini and\n Krzysztof Maziarz and\n Andy Davis and\n Quoc V. Le and\n Geoffrey E. Hinton and\n Jeff Dean},\n title = {Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts\n Layer},\n journal = {CoRR},\n volume = {abs/1701.06538},\n year = {2017},\n url = {http://arxiv.org/abs/1701.06538},\n eprinttype = {arXiv},\n eprint = {1701.06538},\n timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/corr/ShazeerMMDLHD17.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n Device Placement Optimization with Reinforcement Learning.\n \n \n \n \n\n\n \n Mirhoseini, A.; Pham, H.; Le, Q. V.; Steiner, B.; Larsen, R.; Zhou, Y.; Kumar, N.; Norouzi, M.; Bengio, S.; and Dean, J.\n\n\n \n\n\n\n
CoRR, abs/1706.04972. 2017.\n
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@article{DBLP:journals/corr/MirhoseiniPLSLZ17,\n author = {Azalia Mirhoseini and\n Hieu Pham and\n Quoc V. Le and\n Benoit Steiner and\n Rasmus Larsen and\n Yuefeng Zhou and\n Naveen Kumar and\n Mohammad Norouzi and\n Samy Bengio and\n Jeff Dean},\n title = {Device Placement Optimization with Reinforcement Learning},\n journal = {CoRR},\n volume = {abs/1706.04972},\n year = {2017},\n url = {http://arxiv.org/abs/1706.04972},\n eprinttype = {arXiv},\n eprint = {1706.04972},\n timestamp = {Thu, 11 Jan 2024 00:00:00 +0100},\n biburl = {https://dblp.org/rec/journals/corr/MirhoseiniPLSLZ17.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n The Case for Learned Index Structures.\n \n \n \n \n\n\n \n Kraska, T.; Beutel, A.; Chi, E. H.; Dean, J.; and Polyzotis, N.\n\n\n \n\n\n\n
CoRR, abs/1712.01208. 2017.\n
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@article{DBLP:journals/corr/abs-1712-01208,\n author = {Tim Kraska and\n Alex Beutel and\n Ed H. Chi and\n Jeffrey Dean and\n Neoklis Polyzotis},\n title = {The Case for Learned Index Structures},\n journal = {CoRR},\n volume = {abs/1712.01208},\n year = {2017},\n url = {http://arxiv.org/abs/1712.01208},\n eprinttype = {arXiv},\n eprint = {1712.01208},\n timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/corr/abs-1712-01208.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n \n 2016\n \n \n (8)\n \n \n
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\n\n \n \n \n \n \n \n The Beckman report on database research.\n \n \n \n \n\n\n \n Abadi, D.; Agrawal, R.; Ailamaki, A.; Balazinska, M.; Bernstein, P. A.; Carey, M. J.; Chaudhuri, S.; Dean, J.; Doan, A.; Franklin, M. J.; Gehrke, J.; Haas, L. M.; Halevy, A. Y.; Hellerstein, J. M.; Ioannidis, Y. E.; Jagadish, H. V.; Kossmann, D.; Madden, S.; Mehrotra, S.; Milo, T.; Naughton, J. F.; Ramakrishnan, R.; Markl, V.; Olston, C.; Ooi, B. C.; Ré, C.; Suciu, D.; Stonebraker, M.; Walter, T.; and Widom, J.\n\n\n \n\n\n\n
Commun. ACM, 59(2): 92–99. 2016.\n
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@article{DBLP:journals/cacm/AbadiAABBCCDDFG16,\n author = {Daniel Abadi and\n Rakesh Agrawal and\n Anastasia Ailamaki and\n Magdalena Balazinska and\n Philip A. Bernstein and\n Michael J. Carey and\n Surajit Chaudhuri and\n Jeffrey Dean and\n AnHai Doan and\n Michael J. Franklin and\n Johannes Gehrke and\n Laura M. Haas and\n Alon Y. Halevy and\n Joseph M. Hellerstein and\n Yannis E. Ioannidis and\n H. V. Jagadish and\n Donald Kossmann and\n Samuel Madden and\n Sharad Mehrotra and\n Tova Milo and\n Jeffrey F. Naughton and\n Raghu Ramakrishnan and\n Volker Markl and\n Christopher Olston and\n Beng Chin Ooi and\n Christopher R{\\'{e}} and\n Dan Suciu and\n Michael Stonebraker and\n Todd Walter and\n Jennifer Widom},\n title = {The Beckman report on database research},\n journal = {Commun. {ACM}},\n volume = {59},\n number = {2},\n pages = {92--99},\n year = {2016},\n url = {https://doi.org/10.1145/2845915},\n doi = {10.1145/2845915},\n timestamp = {Thu, 01 May 2025 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/cacm/AbadiAABBCCDDFG16.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n TensorFlow: A System for Large-Scale Machine Learning.\n \n \n \n \n\n\n \n Abadi, M.; Barham, P.; Chen, J.; Chen, Z.; Davis, A.; Dean, J.; Devin, M.; Ghemawat, S.; Irving, G.; Isard, M.; Kudlur, M.; Levenberg, J.; Monga, R.; Moore, S.; Murray, D. G.; Steiner, B.; Tucker, P. A.; Vasudevan, V.; Warden, P.; Wicke, M.; Yu, Y.; and Zheng, X.\n\n\n \n\n\n\n In
12th USENIX Symposium on Operating Systems Design and Implementation, OSDI 2016, Savannah, GA, USA, November 2-4, 2016, pages 265–283, 2016. \n
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@inproceedings{DBLP:conf/osdi/AbadiBCCDDDGIIK16,\n author = {Mart{\\'{\\i}}n Abadi and\n Paul Barham and\n Jianmin Chen and\n Zhifeng Chen and\n Andy Davis and\n Jeffrey Dean and\n Matthieu Devin and\n Sanjay Ghemawat and\n Geoffrey Irving and\n Michael Isard and\n Manjunath Kudlur and\n Josh Levenberg and\n Rajat Monga and\n Sherry Moore and\n Derek Gordon Murray and\n Benoit Steiner and\n Paul A. Tucker and\n Vijay Vasudevan and\n Pete Warden and\n Martin Wicke and\n Yuan Yu and\n Xiaoqiang Zheng},\n title = {TensorFlow: {A} System for Large-Scale Machine Learning},\n booktitle = {12th {USENIX} Symposium on Operating Systems Design and Implementation,\n {OSDI} 2016, Savannah, GA, USA, November 2-4, 2016},\n pages = {265--283},\n year = {2016},\n crossref = {DBLP:conf/osdi/2016},\n url = {https://www.usenix.org/conference/osdi16/technical-sessions/presentation/abadi},\n timestamp = {Tue, 02 Feb 2021 08:06:02 +0100},\n biburl = {https://dblp.org/rec/conf/osdi/AbadiBCCDDDGIIK16.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n Building Machine Learning Systems that Understand.\n \n \n \n \n\n\n \n Dean, J.\n\n\n \n\n\n\n In
Proceedings of the 2016 International Conference on Management of Data, SIGMOD Conference 2016, San Francisco, CA, USA, June 26 - July 01, 2016, pages 1, 2016. \n
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@inproceedings{DBLP:conf/sigmod/Dean16,\n author = {Jeff Dean},\n title = {Building Machine Learning Systems that Understand},\n booktitle = {Proceedings of the 2016 International Conference on Management of\n Data, {SIGMOD} Conference 2016, San Francisco, CA, USA, June 26 -\n July 01, 2016},\n pages = {1},\n year = {2016},\n crossref = {DBLP:conf/sigmod/2016},\n url = {https://doi.org/10.1145/2882903.2932259},\n doi = {10.1145/2882903.2932259},\n timestamp = {Mon, 04 Nov 2024 22:25:43 +0100},\n biburl = {https://dblp.org/rec/conf/sigmod/Dean16.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n Large-Scale Deep Learning For Building Intelligent Computer Systems.\n \n \n \n \n\n\n \n Dean, J.\n\n\n \n\n\n\n In
Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, San Francisco, CA, USA, February 22-25, 2016, pages 1, 2016. \n
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@inproceedings{DBLP:conf/wsdm/Dean16,\n author = {Jeffrey Dean},\n title = {Large-Scale Deep Learning For Building Intelligent Computer Systems},\n booktitle = {Proceedings of the Ninth {ACM} International Conference on Web Search\n and Data Mining, San Francisco, CA, USA, February 22-25, 2016},\n pages = {1},\n year = {2016},\n crossref = {DBLP:conf/wsdm/2016},\n url = {https://doi.org/10.1145/2835776.2835844},\n doi = {10.1145/2835776.2835844},\n timestamp = {Sun, 02 Jun 2019 21:11:33 +0200},\n biburl = {https://dblp.org/rec/conf/wsdm/Dean16.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems.\n \n \n \n \n\n\n \n Abadi, M.; Agarwal, A.; Barham, P.; Brevdo, E.; Chen, Z.; Citro, C.; Corrado, G. S.; Davis, A.; Dean, J.; Devin, M.; Ghemawat, S.; Goodfellow, I. J.; Harp, A.; Irving, G.; Isard, M.; Jia, Y.; Józefowicz, R.; Kaiser, L.; Kudlur, M.; Levenberg, J.; Mané, D.; Monga, R.; Moore, S.; Murray, D. G.; Olah, C.; Schuster, M.; Shlens, J.; Steiner, B.; Sutskever, I.; Talwar, K.; Tucker, P. A.; Vanhoucke, V.; Vasudevan, V.; Viégas, F. B.; Vinyals, O.; Warden, P.; Wattenberg, M.; Wicke, M.; Yu, Y.; and Zheng, X.\n\n\n \n\n\n\n
CoRR, abs/1603.04467. 2016.\n
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@article{DBLP:journals/corr/AbadiABBCCCDDDG16,\n author = {Mart{\\'{\\i}}n Abadi and\n Ashish Agarwal and\n Paul Barham and\n Eugene Brevdo and\n Zhifeng Chen and\n Craig Citro and\n Gregory S. Corrado and\n Andy Davis and\n Jeffrey Dean and\n Matthieu Devin and\n Sanjay Ghemawat and\n Ian J. Goodfellow and\n Andrew Harp and\n Geoffrey Irving and\n Michael Isard and\n Yangqing Jia and\n Rafal J{\\'{o}}zefowicz and\n Lukasz Kaiser and\n Manjunath Kudlur and\n Josh Levenberg and\n Dan Man{\\'{e}} and\n Rajat Monga and\n Sherry Moore and\n Derek Gordon Murray and\n Chris Olah and\n Mike Schuster and\n Jonathon Shlens and\n Benoit Steiner and\n Ilya Sutskever and\n Kunal Talwar and\n Paul A. Tucker and\n Vincent Vanhoucke and\n Vijay Vasudevan and\n Fernanda B. Vi{\\'{e}}gas and\n Oriol Vinyals and\n Pete Warden and\n Martin Wattenberg and\n Martin Wicke and\n Yuan Yu and\n Xiaoqiang Zheng},\n title = {TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed\n Systems},\n journal = {CoRR},\n volume = {abs/1603.04467},\n year = {2016},\n url = {http://arxiv.org/abs/1603.04467},\n eprinttype = {arXiv},\n eprint = {1603.04467},\n timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/corr/AbadiABBCCCDDDG16.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n TensorFlow: A system for large-scale machine learning.\n \n \n \n \n\n\n \n Abadi, M.; Barham, P.; Chen, J.; Chen, Z.; Davis, A.; Dean, J.; Devin, M.; Ghemawat, S.; Irving, G.; Isard, M.; Kudlur, M.; Levenberg, J.; Monga, R.; Moore, S.; Murray, D. G.; Steiner, B.; Tucker, P. A.; Vasudevan, V.; Warden, P.; Wicke, M.; Yu, Y.; and Zhang, X.\n\n\n \n\n\n\n
CoRR, abs/1605.08695. 2016.\n
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@article{DBLP:journals/corr/AbadiBCCDDDGIIK16,\n author = {Mart{\\'{\\i}}n Abadi and\n Paul Barham and\n Jianmin Chen and\n Zhifeng Chen and\n Andy Davis and\n Jeffrey Dean and\n Matthieu Devin and\n Sanjay Ghemawat and\n Geoffrey Irving and\n Michael Isard and\n Manjunath Kudlur and\n Josh Levenberg and\n Rajat Monga and\n Sherry Moore and\n Derek Gordon Murray and\n Benoit Steiner and\n Paul A. Tucker and\n Vijay Vasudevan and\n Pete Warden and\n Martin Wicke and\n Yuan Yu and\n Xiaoqiang Zhang},\n title = {TensorFlow: {A} system for large-scale machine learning},\n journal = {CoRR},\n volume = {abs/1605.08695},\n year = {2016},\n url = {http://arxiv.org/abs/1605.08695},\n eprinttype = {arXiv},\n eprint = {1605.08695},\n timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/corr/AbadiBCCDDDGIIK16.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation.\n \n \n \n \n\n\n \n Wu, Y.; Schuster, M.; Chen, Z.; Le, Q. V.; Norouzi, M.; Macherey, W.; Krikun, M.; Cao, Y.; Gao, Q.; Macherey, K.; Klingner, J.; Shah, A.; Johnson, M.; Liu, X.; Kaiser, L.; Gouws, S.; Kato, Y.; Kudo, T.; Kazawa, H.; Stevens, K.; Kurian, G.; Patil, N.; Wang, W.; Young, C.; Smith, J.; Riesa, J.; Rudnick, A.; Vinyals, O.; Corrado, G.; Hughes, M.; and Dean, J.\n\n\n \n\n\n\n
CoRR, abs/1609.08144. 2016.\n
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@article{DBLP:journals/corr/WuSCLNMKCGMKSJL16,\n author = {Yonghui Wu and\n Mike Schuster and\n Zhifeng Chen and\n Quoc V. Le and\n Mohammad Norouzi and\n Wolfgang Macherey and\n Maxim Krikun and\n Yuan Cao and\n Qin Gao and\n Klaus Macherey and\n Jeff Klingner and\n Apurva Shah and\n Melvin Johnson and\n Xiaobing Liu and\n Lukasz Kaiser and\n Stephan Gouws and\n Yoshikiyo Kato and\n Taku Kudo and\n Hideto Kazawa and\n Keith Stevens and\n George Kurian and\n Nishant Patil and\n Wei Wang and\n Cliff Young and\n Jason Smith and\n Jason Riesa and\n Alex Rudnick and\n Oriol Vinyals and\n Greg Corrado and\n Macduff Hughes and\n Jeffrey Dean},\n title = {Google's Neural Machine Translation System: Bridging the Gap between\n Human and Machine Translation},\n journal = {CoRR},\n volume = {abs/1609.08144},\n year = {2016},\n url = {http://arxiv.org/abs/1609.08144},\n eprinttype = {arXiv},\n eprint = {1609.08144},\n timestamp = {Thu, 14 Jan 2021 00:00:00 +0100},\n biburl = {https://dblp.org/rec/journals/corr/WuSCLNMKCGMKSJL16.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n Google's Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation.\n \n \n \n \n\n\n \n Johnson, M.; Schuster, M.; Le, Q. V.; Krikun, M.; Wu, Y.; Chen, Z.; Thorat, N.; Viégas, F. B.; Wattenberg, M.; Corrado, G.; Hughes, M.; and Dean, J.\n\n\n \n\n\n\n
CoRR, abs/1611.04558. 2016.\n
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@article{DBLP:journals/corr/JohnsonSLKWCTVW16,\n author = {Melvin Johnson and\n Mike Schuster and\n Quoc V. Le and\n Maxim Krikun and\n Yonghui Wu and\n Zhifeng Chen and\n Nikhil Thorat and\n Fernanda B. Vi{\\'{e}}gas and\n Martin Wattenberg and\n Greg Corrado and\n Macduff Hughes and\n Jeffrey Dean},\n title = {Google's Multilingual Neural Machine Translation System: Enabling\n Zero-Shot Translation},\n journal = {CoRR},\n volume = {abs/1611.04558},\n year = {2016},\n url = {http://arxiv.org/abs/1611.04558},\n eprinttype = {arXiv},\n eprint = {1611.04558},\n timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/corr/JohnsonSLKWCTVW16.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n \n 2015\n \n \n (2)\n \n \n
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\n\n \n \n \n \n \n \n The rise of cloud computing systems.\n \n \n \n \n\n\n \n Dean, J.\n\n\n \n\n\n\n In
SOSP History Day 2015, Monterey, California, USA, October 4, 2015, pages 12:1–12:40, 2015. \n
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@inproceedings{DBLP:conf/sosp/Dean15,\n author = {Jeffrey Dean},\n title = {The rise of cloud computing systems},\n booktitle = {{SOSP} History Day 2015, Monterey, California, USA, October 4, 2015},\n pages = {12:1--12:40},\n year = {2015},\n crossref = {DBLP:conf/sosp/2015history},\n url = {https://doi.org/10.1145/2830903.2830913},\n doi = {10.1145/2830903.2830913},\n timestamp = {Tue, 06 Nov 2018 16:59:32 +0100},\n biburl = {https://dblp.org/rec/conf/sosp/Dean15.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n Distilling the Knowledge in a Neural Network.\n \n \n \n \n\n\n \n Hinton, G. E.; Vinyals, O.; and Dean, J.\n\n\n \n\n\n\n
CoRR, abs/1503.02531. 2015.\n
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@article{DBLP:journals/corr/HintonVD15,\n author = {Geoffrey E. Hinton and\n Oriol Vinyals and\n Jeffrey Dean},\n title = {Distilling the Knowledge in a Neural Network},\n journal = {CoRR},\n volume = {abs/1503.02531},\n year = {2015},\n url = {http://arxiv.org/abs/1503.02531},\n eprinttype = {arXiv},\n eprint = {1503.02531},\n timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/corr/HintonVD15.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n \n 2014\n \n \n (2)\n \n \n
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\n\n \n \n \n \n \n \n The Beckman Report on Database Research.\n \n \n \n \n\n\n \n Abadi, D. J.; Agrawal, R.; Ailamaki, A.; Balazinska, M.; Bernstein, P. A.; Carey, M. J.; Chaudhuri, S.; Dean, J.; Doan, A.; Franklin, M. J.; Gehrke, J.; Haas, L. M.; Halevy, A. Y.; Hellerstein, J. M.; Ioannidis, Y. E.; Jagadish, H. V.; Kossmann, D.; Madden, S.; Mehrotra, S.; Milo, T.; Naughton, J. F.; Ramakrishnan, R.; Markl, V.; Olston, C.; Ooi, B. C.; Ré, C.; Suciu, D.; Stonebraker, M.; Walter, T.; and Widom, J.\n\n\n \n\n\n\n
SIGMOD Rec., 43(3): 61–70. 2014.\n
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@article{DBLP:journals/sigmod/AbadiAABBCCDDFGHHHIJKMMMNRMOORSSWW14,\n author = {Daniel J. Abadi and\n Rakesh Agrawal and\n Anastasia Ailamaki and\n Magdalena Balazinska and\n Philip A. Bernstein and\n Michael J. Carey and\n Surajit Chaudhuri and\n Jeffrey Dean and\n AnHai Doan and\n Michael J. Franklin and\n Johannes Gehrke and\n Laura M. Haas and\n Alon Y. Halevy and\n Joseph M. Hellerstein and\n Yannis E. Ioannidis and\n H. V. Jagadish and\n Donald Kossmann and\n Samuel Madden and\n Sharad Mehrotra and\n Tova Milo and\n Jeffrey F. Naughton and\n Raghu Ramakrishnan and\n Volker Markl and\n Christopher Olston and\n Beng Chin Ooi and\n Christopher R{\\'{e}} and\n Dan Suciu and\n Michael Stonebraker and\n Todd Walter and\n Jennifer Widom},\n title = {The Beckman Report on Database Research},\n journal = {{SIGMOD} Rec.},\n volume = {43},\n number = {3},\n pages = {61--70},\n year = {2014},\n url = {https://doi.org/10.1145/2694428.2694441},\n doi = {10.1145/2694428.2694441},\n timestamp = {Thu, 01 May 2025 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/sigmod/AbadiAABBCCDDFGHHHIJKMMMNRMOORSSWW14.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n Zero-Shot Learning by Convex Combination of Semantic Embeddings.\n \n \n \n \n\n\n \n Norouzi, M.; Mikolov, T.; Bengio, S.; Singer, Y.; Shlens, J.; Frome, A.; Corrado, G.; and Dean, J.\n\n\n \n\n\n\n In
2nd International Conference on Learning Representations, ICLR 2014, Banff, AB, Canada, April 14-16, 2014, Conference Track Proceedings, 2014. \n
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@inproceedings{DBLP:journals/corr/NorouziMBSSFCD13,\n author = {Mohammad Norouzi and\n Tom{\\'{a}}s Mikolov and\n Samy Bengio and\n Yoram Singer and\n Jonathon Shlens and\n Andrea Frome and\n Greg Corrado and\n Jeffrey Dean},\n title = {Zero-Shot Learning by Convex Combination of Semantic Embeddings},\n booktitle = {2nd International Conference on Learning Representations, {ICLR} 2014,\n Banff, AB, Canada, April 14-16, 2014, Conference Track Proceedings},\n year = {2014},\n crossref = {DBLP:conf/iclr/2014},\n url = {http://arxiv.org/abs/1312.5650},\n timestamp = {Mon, 28 Dec 2020 00:00:00 +0100},\n biburl = {https://dblp.org/rec/journals/corr/NorouziMBSSFCD13.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n \n 2013\n \n \n (9)\n \n \n
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\n\n \n \n \n \n \n \n The tail at scale.\n \n \n \n \n\n\n \n Dean, J.; and Barroso, L. A.\n\n\n \n\n\n\n
Commun. ACM, 56(2): 74–80. 2013.\n
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@article{DBLP:journals/cacm/DeanB13,\n author = {Jeffrey Dean and\n Luiz Andr{\\'{e}} Barroso},\n title = {The tail at scale},\n journal = {Commun. {ACM}},\n volume = {56},\n number = {2},\n pages = {74--80},\n year = {2013},\n url = {https://doi.org/10.1145/2408776.2408794},\n doi = {10.1145/2408776.2408794},\n timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},\n biburl = {https://dblp.org/rec/journals/cacm/DeanB13.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n Spanner: Google's Globally Distributed Database.\n \n \n \n \n\n\n \n Corbett, J. C.; Dean, J.; Epstein, M.; Fikes, A.; Frost, C.; Furman, J. J.; Ghemawat, S.; Gubarev, A.; Heiser, C.; Hochschild, P.; Hsieh, W. C.; Kanthak, S.; Kogan, E.; Li, H.; Lloyd, A.; Melnik, S.; Mwaura, D.; Nagle, D.; Quinlan, S.; Rao, R.; Rolig, L.; Saito, Y.; Szymaniak, M.; Taylor, C.; Wang, R.; and Woodford, D.\n\n\n \n\n\n\n
ACM Trans. Comput. Syst., 31(3): 8. 2013.\n
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@article{DBLP:journals/tocs/CorbettDEFFFGGHHHKKLLMMNQRRSSTWW13,\n author = {James C. Corbett and\n Jeffrey Dean and\n Michael Epstein and\n Andrew Fikes and\n Christopher Frost and\n J. J. Furman and\n Sanjay Ghemawat and\n Andrey Gubarev and\n Christopher Heiser and\n Peter Hochschild and\n Wilson C. Hsieh and\n Sebastian Kanthak and\n Eugene Kogan and\n Hongyi Li and\n Alexander Lloyd and\n Sergey Melnik and\n David Mwaura and\n David Nagle and\n Sean Quinlan and\n Rajesh Rao and\n Lindsay Rolig and\n Yasushi Saito and\n Michal Szymaniak and\n Christopher Taylor and\n Ruth Wang and\n Dale Woodford},\n title = {Spanner: Google's Globally Distributed Database},\n journal = {{ACM} Trans. Comput. Syst.},\n volume = {31},\n number = {3},\n pages = {8},\n year = {2013},\n url = {https://doi.org/10.1145/2491245},\n doi = {10.1145/2491245},\n timestamp = {Fri, 10 Jun 2022 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/tocs/CorbettDEFFFGGHHHKKLLMMNQRRSSTWW13.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n On rectified linear units for speech processing.\n \n \n \n \n\n\n \n Zeiler, M. D.; Ranzato, M.; Monga, R.; Mao, M. Z.; Yang, K.; Le, Q. V.; Nguyen, P.; Senior, A. W.; Vanhoucke, V.; Dean, J.; and Hinton, G. E.\n\n\n \n\n\n\n In
IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2013, Vancouver, BC, Canada, May 26-31, 2013, pages 3517–3521, 2013. \n
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@inproceedings{DBLP:conf/icassp/ZeilerRMMYLNSVDH13,\n author = {Matthew D. Zeiler and\n Marc'Aurelio Ranzato and\n Rajat Monga and\n Mark Z. Mao and\n K. Yang and\n Quoc Viet Le and\n Patrick Nguyen and\n Andrew W. Senior and\n Vincent Vanhoucke and\n Jeffrey Dean and\n Geoffrey E. Hinton},\n title = {On rectified linear units for speech processing},\n booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,\n {ICASSP} 2013, Vancouver, BC, Canada, May 26-31, 2013},\n pages = {3517--3521},\n year = {2013},\n crossref = {DBLP:conf/icassp/2013},\n url = {https://doi.org/10.1109/ICASSP.2013.6638312},\n doi = {10.1109/ICASSP.2013.6638312},\n timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},\n biburl = {https://dblp.org/rec/conf/icassp/ZeilerRMMYLNSVDH13.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n Multilingual acoustic models using distributed deep neural networks.\n \n \n \n \n\n\n \n Heigold, G.; Vanhoucke, V.; Senior, A. W.; Nguyen, P.; Ranzato, M.; Devin, M.; and Dean, J.\n\n\n \n\n\n\n In
IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2013, Vancouver, BC, Canada, May 26-31, 2013, pages 8619–8623, 2013. \n
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@inproceedings{DBLP:conf/icassp/HeigoldVSNRDD13,\n author = {Georg Heigold and\n Vincent Vanhoucke and\n Andrew W. Senior and\n Patrick Nguyen and\n Marc'Aurelio Ranzato and\n Matthieu Devin and\n Jeffrey Dean},\n title = {Multilingual acoustic models using distributed deep neural networks},\n booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,\n {ICASSP} 2013, Vancouver, BC, Canada, May 26-31, 2013},\n pages = {8619--8623},\n year = {2013},\n crossref = {DBLP:conf/icassp/2013},\n url = {https://doi.org/10.1109/ICASSP.2013.6639348},\n doi = {10.1109/ICASSP.2013.6639348},\n timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},\n biburl = {https://dblp.org/rec/conf/icassp/HeigoldVSNRDD13.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n DeViSE: A Deep Visual-Semantic Embedding Model.\n \n \n \n \n\n\n \n Frome, A.; Corrado, G. S.; Shlens, J.; Bengio, S.; Dean, J.; Ranzato, M.; and Mikolov, T.\n\n\n \n\n\n\n In
Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States, pages 2121–2129, 2013. \n
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@inproceedings{DBLP:conf/nips/FromeCSBDRM13,\n author = {Andrea Frome and\n Gregory S. Corrado and\n Jonathon Shlens and\n Samy Bengio and\n Jeffrey Dean and\n Marc'Aurelio Ranzato and\n Tom{\\'{a}}s Mikolov},\n title = {DeViSE: {A} Deep Visual-Semantic Embedding Model},\n booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual\n Conference on Neural Information Processing Systems 2013. Proceedings\n of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},\n pages = {2121--2129},\n year = {2013},\n crossref = {DBLP:conf/nips/2013},\n url = {https://proceedings.neurips.cc/paper/2013/hash/7cce53cf90577442771720a370c3c723-Abstract.html},\n timestamp = {Mon, 16 May 2022 15:41:51 +0200},\n biburl = {https://dblp.org/rec/conf/nips/FromeCSBDRM13.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n Distributed Representations of Words and Phrases and their Compositionality.\n \n \n \n \n\n\n \n Mikolov, T.; Sutskever, I.; Chen, K.; Corrado, G. S.; and Dean, J.\n\n\n \n\n\n\n In
Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States, pages 3111–3119, 2013. \n
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@inproceedings{DBLP:conf/nips/MikolovSCCD13,\n author = {Tom{\\'{a}}s Mikolov and\n Ilya Sutskever and\n Kai Chen and\n Gregory S. Corrado and\n Jeffrey Dean},\n title = {Distributed Representations of Words and Phrases and their Compositionality},\n booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual\n Conference on Neural Information Processing Systems 2013. Proceedings\n of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},\n pages = {3111--3119},\n year = {2013},\n crossref = {DBLP:conf/nips/2013},\n url = {https://proceedings.neurips.cc/paper/2013/hash/9aa42b31882ec039965f3c4923ce901b-Abstract.html},\n timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},\n biburl = {https://dblp.org/rec/conf/nips/MikolovSCCD13.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n Efficient Estimation of Word Representations in Vector Space.\n \n \n \n \n\n\n \n Mikolov, T.; Chen, K.; Corrado, G.; and Dean, J.\n\n\n \n\n\n\n In
1st International Conference on Learning Representations, ICLR 2013, Scottsdale, Arizona, USA, May 2-4, 2013, Workshop Track Proceedings, 2013. \n
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@inproceedings{DBLP:journals/corr/abs-1301-3781,\n author = {Tom{\\'{a}}s Mikolov and\n Kai Chen and\n Greg Corrado and\n Jeffrey Dean},\n title = {Efficient Estimation of Word Representations in Vector Space},\n booktitle = {1st International Conference on Learning Representations, {ICLR} 2013,\n Scottsdale, Arizona, USA, May 2-4, 2013, Workshop Track Proceedings},\n year = {2013},\n crossref = {DBLP:conf/iclr/2013w},\n url = {http://arxiv.org/abs/1301.3781},\n timestamp = {Mon, 28 Dec 2020 00:00:00 +0100},\n biburl = {https://dblp.org/rec/journals/corr/abs-1301-3781.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n Distributed Representations of Words and Phrases and their Compositionality.\n \n \n \n \n\n\n \n Mikolov, T.; Sutskever, I.; Chen, K.; Corrado, G.; and Dean, J.\n\n\n \n\n\n\n
CoRR, abs/1310.4546. 2013.\n
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@article{DBLP:journals/corr/MikolovSCCD13,\n author = {Tom{\\'{a}}s Mikolov and\n Ilya Sutskever and\n Kai Chen and\n Greg Corrado and\n Jeffrey Dean},\n title = {Distributed Representations of Words and Phrases and their Compositionality},\n journal = {CoRR},\n volume = {abs/1310.4546},\n year = {2013},\n url = {http://arxiv.org/abs/1310.4546},\n eprinttype = {arXiv},\n eprint = {1310.4546},\n timestamp = {Mon, 28 Dec 2020 00:00:00 +0100},\n biburl = {https://dblp.org/rec/journals/corr/MikolovSCCD13.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n Using Web Co-occurrence Statistics for Improving Image Categorization.\n \n \n \n \n\n\n \n Bengio, S.; Dean, J.; Erhan, D.; Ie, E.; Le, Q. V.; Rabinovich, A.; Shlens, J.; and Singer, Y.\n\n\n \n\n\n\n
CoRR, abs/1312.5697. 2013.\n
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@article{DBLP:journals/corr/BengioDEILRSS13,\n author = {Samy Bengio and\n Jeffrey Dean and\n Dumitru Erhan and\n Eugene Ie and\n Quoc V. Le and\n Andrew Rabinovich and\n Jonathon Shlens and\n Yoram Singer},\n title = {Using Web Co-occurrence Statistics for Improving Image Categorization},\n journal = {CoRR},\n volume = {abs/1312.5697},\n year = {2013},\n url = {http://arxiv.org/abs/1312.5697},\n eprinttype = {arXiv},\n eprint = {1312.5697},\n timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/corr/BengioDEILRSS13.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n \n 2012\n \n \n (3)\n \n \n
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\n\n \n \n \n \n \n \n Building high-level features using large scale unsupervised learning.\n \n \n \n \n\n\n \n Le, Q. V.; Ranzato, M.; Monga, R.; Devin, M.; Corrado, G.; Chen, K.; Dean, J.; and Ng, A. Y.\n\n\n \n\n\n\n In
Proceedings of the 29th International Conference on Machine Learning, ICML 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012, 2012. \n
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\n\n \n \n ![\"Building](\"//bibbase.org/img/filetypes/pdf.svg\"\n\t "\\"Paper\\"\n\t")
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@inproceedings{DBLP:conf/icml/LeRMDCCDN12,\n author = {Quoc V. Le and\n Marc'Aurelio Ranzato and\n Rajat Monga and\n Matthieu Devin and\n Greg Corrado and\n Kai Chen and\n Jeffrey Dean and\n Andrew Y. Ng},\n title = {Building high-level features using large scale unsupervised learning},\n booktitle = {Proceedings of the 29th International Conference on Machine Learning,\n {ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012},\n year = {2012},\n crossref = {DBLP:conf/icml/2012},\n url = {http://icml.cc/2012/papers/73.pdf},\n timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},\n biburl = {https://dblp.org/rec/conf/icml/LeRMDCCDN12.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n Large Scale Distributed Deep Networks.\n \n \n \n \n\n\n \n Dean, J.; Corrado, G.; Monga, R.; Chen, K.; Devin, M.; Le, Q. V.; Mao, M. Z.; Ranzato, M.; Senior, A. W.; Tucker, P. A.; Yang, K.; and Ng, A. Y.\n\n\n \n\n\n\n In
Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States, pages 1232–1240, 2012. \n
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@inproceedings{DBLP:conf/nips/DeanCMCDLMRSTYN12,\n author = {Jeffrey Dean and\n Greg Corrado and\n Rajat Monga and\n Kai Chen and\n Matthieu Devin and\n Quoc V. Le and\n Mark Z. Mao and\n Marc'Aurelio Ranzato and\n Andrew W. Senior and\n Paul A. Tucker and\n Ke Yang and\n Andrew Y. Ng},\n title = {Large Scale Distributed Deep Networks},\n booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual\n Conference on Neural Information Processing Systems 2012. Proceedings\n of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States},\n pages = {1232--1240},\n year = {2012},\n crossref = {DBLP:conf/nips/2012},\n url = {https://proceedings.neurips.cc/paper/2012/hash/6aca97005c68f1206823815f66102863-Abstract.html},\n timestamp = {Mon, 16 May 2022 15:41:51 +0200},\n biburl = {https://dblp.org/rec/conf/nips/DeanCMCDLMRSTYN12.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n Spanner: Google's Globally-Distributed Database.\n \n \n \n \n\n\n \n Corbett, J. C.; Dean, J.; Epstein, M.; Fikes, A.; Frost, C.; Furman, J. J.; Ghemawat, S.; Gubarev, A.; Heiser, C.; Hochschild, P.; Hsieh, W. C.; Kanthak, S.; Kogan, E.; Li, H.; Lloyd, A.; Melnik, S.; Mwaura, D.; Nagle, D.; Quinlan, S.; Rao, R.; Rolig, L.; Saito, Y.; Szymaniak, M.; Taylor, C.; Wang, R.; and Woodford, D.\n\n\n \n\n\n\n In
10th USENIX Symposium on Operating Systems Design and Implementation, OSDI 2012, Hollywood, CA, USA, October 8-10, 2012, pages 251–264, 2012. \n
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@inproceedings{DBLP:conf/osdi/CorbettDEFFFGGHHHKKLLMMNQRRSSTWW12,\n author = {James C. Corbett and\n Jeffrey Dean and\n Michael Epstein and\n Andrew Fikes and\n Christopher Frost and\n J. J. Furman and\n Sanjay Ghemawat and\n Andrey Gubarev and\n Christopher Heiser and\n Peter Hochschild and\n Wilson C. Hsieh and\n Sebastian Kanthak and\n Eugene Kogan and\n Hongyi Li and\n Alexander Lloyd and\n Sergey Melnik and\n David Mwaura and\n David Nagle and\n Sean Quinlan and\n Rajesh Rao and\n Lindsay Rolig and\n Yasushi Saito and\n Michal Szymaniak and\n Christopher Taylor and\n Ruth Wang and\n Dale Woodford},\n title = {Spanner: Google's Globally-Distributed Database},\n booktitle = {10th {USENIX} Symposium on Operating Systems Design and Implementation,\n {OSDI} 2012, Hollywood, CA, USA, October 8-10, 2012},\n pages = {251--264},\n year = {2012},\n crossref = {DBLP:conf/osdi/2012},\n url = {https://www.usenix.org/conference/osdi12/technical-sessions/presentation/corbett},\n timestamp = {Tue, 02 Feb 2021 08:05:55 +0100},\n biburl = {https://dblp.org/rec/conf/osdi/CorbettDEFFFGGHHHKKLLMMNQRRSSTWW12.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n \n 2011\n \n \n (1)\n \n \n
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\n\n \n \n \n \n \n \n Building high-level features using large scale unsupervised learning.\n \n \n \n \n\n\n \n Le, Q. V.; Monga, R.; Devin, M.; Corrado, G.; Chen, K.; Ranzato, M.; Dean, J.; and Ng, A. Y.\n\n\n \n\n\n\n
CoRR, abs/1112.6209. 2011.\n
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@article{DBLP:journals/corr/abs-1112-6209,\n author = {Quoc V. Le and\n Rajat Monga and\n Matthieu Devin and\n Greg Corrado and\n Kai Chen and\n Marc'Aurelio Ranzato and\n Jeffrey Dean and\n Andrew Y. Ng},\n title = {Building high-level features using large scale unsupervised learning},\n journal = {CoRR},\n volume = {abs/1112.6209},\n year = {2011},\n url = {http://arxiv.org/abs/1112.6209},\n eprinttype = {arXiv},\n eprint = {1112.6209},\n timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/corr/abs-1112-6209.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n \n 2010\n \n \n (2)\n \n \n
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\n\n \n \n \n \n \n \n Evolution and future directions of large-scale storage and computation systems at Google.\n \n \n \n \n\n\n \n Dean, J.\n\n\n \n\n\n\n In
Proceedings of the 1st ACM Symposium on Cloud Computing, SoCC 2010, Indianapolis, Indiana, USA, June 10-11, 2010, pages 1, 2010. \n
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@inproceedings{DBLP:conf/cloud/Dean10,\n author = {Jeffrey Dean},\n title = {Evolution and future directions of large-scale storage and computation\n systems at Google},\n booktitle = {Proceedings of the 1st {ACM} Symposium on Cloud Computing, SoCC 2010,\n Indianapolis, Indiana, USA, June 10-11, 2010},\n pages = {1},\n year = {2010},\n crossref = {DBLP:conf/cloud/2010},\n url = {https://doi.org/10.1145/1807128.1807130},\n doi = {10.1145/1807128.1807130},\n timestamp = {Thu, 11 Mar 2021 15:20:15 +0100},\n biburl = {https://dblp.org/rec/conf/cloud/Dean10.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n \n 2009\n \n \n (2)\n \n \n
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\n\n \n \n \n \n \n \n Back-off language model compression.\n \n \n \n \n\n\n \n Harb, B.; Chelba, C.; Dean, J.; and Ghemawat, S.\n\n\n \n\n\n\n In
10th Annual Conference of the International Speech Communication Association, INTERSPEECH 2009, Brighton, United Kingdom, September 6-10, 2009, pages 352–355, 2009. \n
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@inproceedings{DBLP:conf/interspeech/HarbCDG09,\n author = {Boulos Harb and\n Ciprian Chelba and\n Jeffrey Dean and\n Sanjay Ghemawat},\n title = {Back-off language model compression},\n booktitle = {10th Annual Conference of the International Speech Communication Association,\n {INTERSPEECH} 2009, Brighton, United Kingdom, September 6-10, 2009},\n pages = {352--355},\n year = {2009},\n crossref = {DBLP:conf/interspeech/2009},\n url = {https://doi.org/10.21437/Interspeech.2009-113},\n doi = {10.21437/INTERSPEECH.2009-113},\n timestamp = {Tue, 11 Jun 2024 16:45:43 +0200},\n biburl = {https://dblp.org/rec/conf/interspeech/HarbCDG09.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n MapReduce: simplified data processing on large clusters.\n \n \n \n \n\n\n \n Dean, J.; and Ghemawat, S.\n\n\n \n\n\n\n
Commun. ACM, 51(1): 107–113. 2008.\n
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@article{DBLP:journals/cacm/DeanG08,\n author = {Jeffrey Dean and\n Sanjay Ghemawat},\n title = {MapReduce: simplified data processing on large clusters},\n journal = {Commun. {ACM}},\n volume = {51},\n number = {1},\n pages = {107--113},\n year = {2008},\n url = {https://doi.org/10.1145/1327452.1327492},\n doi = {10.1145/1327452.1327492},\n timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},\n biburl = {https://dblp.org/rec/journals/cacm/DeanG08.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n Bigtable: A Distributed Storage System for Structured Data.\n \n \n \n \n\n\n \n Chang, F.; Dean, J.; Ghemawat, S.; Hsieh, W. C.; Wallach, D. A.; Burrows, M.; Chandra, T.; Fikes, A.; and Gruber, R. E.\n\n\n \n\n\n\n
ACM Trans. Comput. Syst., 26(2): 4:1–4:26. 2008.\n
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@article{DBLP:journals/tocs/ChangDGHWBCFG08,\n author = {Fay Chang and\n Jeffrey Dean and\n Sanjay Ghemawat and\n Wilson C. Hsieh and\n Deborah A. Wallach and\n Michael Burrows and\n Tushar Chandra and\n Andrew Fikes and\n Robert E. Gruber},\n title = {Bigtable: {A} Distributed Storage System for Structured Data},\n journal = {{ACM} Trans. Comput. Syst.},\n volume = {26},\n number = {2},\n pages = {4:1--4:26},\n year = {2008},\n url = {https://doi.org/10.1145/1365815.1365816},\n doi = {10.1145/1365815.1365816},\n timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/tocs/ChangDGHWBCFG08.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n \n 2007\n \n \n (2)\n \n \n
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\n\n \n \n \n \n \n \n Large Language Models in Machine Translation.\n \n \n \n \n\n\n \n Brants, T.; Popat, A. C.; Xu, P.; Och, F. J.; and Dean, J.\n\n\n \n\n\n\n In
EMNLP-CoNLL 2007, Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, June 28-30, 2007, Prague, Czech Republic, pages 858–867, 2007. \n
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@inproceedings{DBLP:conf/emnlp/BrantsPXOD07,\n author = {Thorsten Brants and\n Ashok C. Popat and\n Peng Xu and\n Franz Josef Och and\n Jeffrey Dean},\n title = {Large Language Models in Machine Translation},\n booktitle = {EMNLP-CoNLL 2007, Proceedings of the 2007 Joint Conference on Empirical\n Methods in Natural Language Processing and Computational Natural Language\n Learning, June 28-30, 2007, Prague, Czech Republic},\n pages = {858--867},\n year = {2007},\n crossref = {DBLP:conf/emnlp/2007},\n url = {https://aclanthology.org/D07-1090/},\n timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},\n biburl = {https://dblp.org/rec/conf/emnlp/BrantsPXOD07.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n MapReduce and Other Building Blocks for Large-Scale Distributed Systems at Google.\n \n \n \n \n\n\n \n Dean, J.\n\n\n \n\n\n\n In
Proceedings of the 2007 USENIX Annual Technical Conference, USENIX ATC 2007, Santa Clara, CA, USA, June 17-22, 2007, 2007. \n
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@inproceedings{DBLP:conf/usenix/Dean07,\n author = {Jeffrey Dean},\n title = {MapReduce and Other Building Blocks for Large-Scale Distributed Systems\n at Google},\n booktitle = {Proceedings of the 2007 {USENIX} Annual Technical Conference, {USENIX}\n {ATC} 2007, Santa Clara, CA, USA, June 17-22, 2007},\n year = {2007},\n crossref = {DBLP:conf/usenix/2007},\n url = {http://www.usenix.org/media/events/usenix07/tech/mp3/dean.mp3},\n timestamp = {Tue, 16 Jul 2024 09:12:32 +0200},\n biburl = {https://dblp.org/rec/conf/usenix/Dean07.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n \n 2006\n \n \n (3)\n \n \n
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\n\n \n \n \n \n \n \n LPI Linux certification - in a nutshell: a desktop quick reference: pass the LPIC-1 and LPIC-2 exams, 2nd Edition.\n \n \n \n \n\n\n \n Pritchard, S.; Pessanha, B. G.; Langfeldt, N.; Stanger, J.; and Dean, J.\n\n\n \n\n\n\n O'Reilly, 2006.\n
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@book{DBLP:books/daglib/0016599,\n author = {Steven Pritchard and\n Bruno Gomes Pessanha and\n Nicolai Langfeldt and\n James Stanger and\n Jeffrey Dean},\n title = {{LPI} Linux certification - in a nutshell: a desktop quick reference:\n pass the {LPIC-1} and {LPIC-2} exams, 2nd Edition},\n publisher = {O'Reilly},\n year = {2006},\n url = {http://www.oreilly.de/catalog/lpicertnut2/index.html},\n isbn = {978-0-596-00528-3},\n timestamp = {Wed, 25 Jan 2023 00:00:00 +0100},\n biburl = {https://dblp.org/rec/books/daglib/0016599.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n Experiences with MapReduce, an abstraction for large-scale computation.\n \n \n \n \n\n\n \n Dean, J.\n\n\n \n\n\n\n In
15th International Conference on Parallel Architectures and Compilation Techniques (PACT 2006), Seattle, Washington, USA, September 16-20, 2006, pages 1, 2006. \n
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@inproceedings{DBLP:conf/IEEEpact/Dean06,\n author = {Jeffrey Dean},\n title = {Experiences with MapReduce, an abstraction for large-scale computation},\n booktitle = {15th International Conference on Parallel Architectures and Compilation\n Techniques {(PACT} 2006), Seattle, Washington, USA, September 16-20,\n 2006},\n pages = {1},\n year = {2006},\n crossref = {DBLP:conf/IEEEpact/2006},\n url = {https://doi.org/10.1145/1152154.1152155},\n doi = {10.1145/1152154.1152155},\n timestamp = {Wed, 11 Aug 2021 01:00:00 +0200},\n biburl = {https://dblp.org/rec/conf/IEEEpact/Dean06.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n Bigtable: A Distributed Storage System for Structured Data (Awarded Best Paper!).\n \n \n \n \n\n\n \n Chang, F.; Dean, J.; Ghemawat, S.; Hsieh, W. C.; Wallach, D. A.; Burrows, M.; Chandra, T.; Fikes, A.; and Gruber, R.\n\n\n \n\n\n\n In
7th Symposium on Operating Systems Design and Implementation (OSDI '06), November 6-8, Seattle, WA, USA, pages 205–218, 2006. \n
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@inproceedings{DBLP:conf/osdi/ChangDGHWBCFG06,\n author = {Fay Chang and\n Jeffrey Dean and\n Sanjay Ghemawat and\n Wilson C. Hsieh and\n Deborah A. Wallach and\n Michael Burrows and\n Tushar Chandra and\n Andrew Fikes and\n Robert Gruber},\n title = {Bigtable: {A} Distributed Storage System for Structured Data (Awarded\n Best Paper!)},\n booktitle = {7th Symposium on Operating Systems Design and Implementation {(OSDI}\n '06), November 6-8, Seattle, WA, {USA}},\n pages = {205--218},\n year = {2006},\n crossref = {DBLP:conf/osdi/2006},\n url = {http://www.usenix.org/events/osdi06/tech/chang.html},\n timestamp = {Tue, 02 Feb 2021 00:00:00 +0100},\n biburl = {https://dblp.org/rec/conf/osdi/ChangDGHWBCFG06.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n \n 2004\n \n \n (1)\n \n \n
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\n\n \n \n \n \n \n \n MapReduce: Simplified Data Processing on Large Clusters.\n \n \n \n \n\n\n \n Dean, J.; and Ghemawat, S.\n\n\n \n\n\n\n In
6th Symposium on Operating System Design and Implementation (OSDI 2004), San Francisco, California, USA, December 6-8, 2004, pages 137–150, 2004. \n
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@inproceedings{DBLP:conf/osdi/DeanG04,\n author = {Jeffrey Dean and\n Sanjay Ghemawat},\n title = {MapReduce: Simplified Data Processing on Large Clusters},\n booktitle = {6th Symposium on Operating System Design and Implementation {(OSDI}\n 2004), San Francisco, California, USA, December 6-8, 2004},\n pages = {137--150},\n year = {2004},\n crossref = {DBLP:conf/osdi/2004},\n url = {http://www.usenix.org/events/osdi04/tech/dean.html},\n timestamp = {Tue, 02 Feb 2021 00:00:00 +0100},\n biburl = {https://dblp.org/rec/conf/osdi/DeanG04.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n Web Search for a Planet: The Google Cluster Architecture.\n \n \n \n \n\n\n \n Barroso, L. A.; Dean, J.; and Hölzle, U.\n\n\n \n\n\n\n
IEEE Micro, 23(2): 22–28. 2003.\n
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@article{DBLP:journals/micro/BarrosoDH03,\n author = {Luiz Andr{\\'{e}} Barroso and\n Jeffrey Dean and\n Urs H{\\"{o}}lzle},\n title = {Web Search for a Planet: The Google Cluster Architecture},\n journal = {{IEEE} Micro},\n volume = {23},\n number = {2},\n pages = {22--28},\n year = {2003},\n url = {https://doi.org/10.1109/MM.2003.1196112},\n doi = {10.1109/MM.2003.1196112},\n timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},\n biburl = {https://dblp.org/rec/journals/micro/BarrosoDH03.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n \n 2001\n \n \n (1)\n \n \n
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\n\n \n \n \n \n \n LPI Linux certification in a nutshell - a desktop quick reference: covers exams 101 102 for LPI level 1.\n \n \n \n\n\n \n Dean, J.\n\n\n \n\n\n\n O'Reilly, 2001.\n
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@book{DBLP:books/daglib/0004289,\n author = {Jeffrey Dean},\n title = {{LPI} Linux certification in a nutshell - a desktop quick reference:\n covers exams 101 102 for {LPI} level 1},\n publisher = {O'Reilly},\n year = {2001},\n isbn = {978-1-56592-748-3},\n timestamp = {Tue, 12 Apr 2011 01:00:00 +0200},\n biburl = {https://dblp.org/rec/books/daglib/0004289.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n \n 2000\n \n \n (2)\n \n \n
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\n\n \n \n \n \n \n \n A Comparison of Techniques to Find Mirrored Hosts on the WWW.\n \n \n \n \n\n\n \n Bharat, K.; Broder, A. Z.; Dean, J.; and Henzinger, M. R.\n\n\n \n\n\n\n
IEEE Data Eng. Bull., 23(4): 21–26. 2000.\n
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@article{DBLP:journals/debu/BharatBDH00,\n author = {Krishna Bharat and\n Andrei Z. Broder and\n Jeffrey Dean and\n Monika Rauch Henzinger},\n title = {A Comparison of Techniques to Find Mirrored Hosts on the {WWW}},\n journal = {{IEEE} Data Eng. Bull.},\n volume = {23},\n number = {4},\n pages = {21--26},\n year = {2000},\n url = {http://sites.computer.org/debull/A00dec/A00DEC-CD.pdf},\n timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/debu/BharatBDH00.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n A comparison of techniques to find mirrored hosts on the WWW.\n \n \n \n \n\n\n \n Bharat, K.; Broder, A. Z.; Dean, J.; and Henzinger, M. R.\n\n\n \n\n\n\n
J. Am. Soc. Inf. Sci., 51(12): 1114–1122. 2000.\n
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@article{DBLP:journals/jasis/BharatBDH00,\n author = {Krishna Bharat and\n Andrei Z. Broder and\n Jeffrey Dean and\n Monika Rauch Henzinger},\n title = {A comparison of techniques to find mirrored hosts on the {WWW}},\n journal = {J. Am. Soc. Inf. Sci.},\n volume = {51},\n number = {12},\n pages = {1114--1122},\n year = {2000},\n url = {https://doi.org/10.1002/1097-4571(2000)9999:9999\\&\\#60;::AID-ASI1025\\&\\#62;3.0.CO;2-0},\n doi = {10.1002/1097-4571(2000)9999:9999\\&\\#60;::AID-ASI1025\\&\\#62;3.0.CO;2-0},\n timestamp = {Wed, 13 May 2020 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/jasis/BharatBDH00.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n \n 1999\n \n \n (3)\n \n \n
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\n\n \n \n \n \n \n \n Control of Walking in the Stick Insect: From Behavior and Physiology to Modeling.\n \n \n \n \n\n\n \n Dean, J.; Kindermann, T.; Schmitz, J.; Schumm, M.; and Cruse, H.\n\n\n \n\n\n\n
Auton. Robots, 7(3): 271–288. 1999.\n
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@article{DBLP:journals/arobots/DeanKSSC99,\n author = {Jeffrey Dean and\n Thomas Kindermann and\n Josef Schmitz and\n Michael Schumm and\n Holk Cruse},\n title = {Control of Walking in the Stick Insect: From Behavior and Physiology\n to Modeling},\n journal = {Auton. Robots},\n volume = {7},\n number = {3},\n pages = {271--288},\n year = {1999},\n url = {https://doi.org/10.1023/A:1008980606521},\n doi = {10.1023/A:1008980606521},\n timestamp = {Thu, 18 May 2017 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/arobots/DeanKSSC99.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n Finding Related Pages in the World Wide Web.\n \n \n \n \n\n\n \n Dean, J.; and Henzinger, M. R.\n\n\n \n\n\n\n
Comput. Networks, 31(11-16): 1467–1479. 1999.\n
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@article{DBLP:journals/cn/DeanH99,\n author = {Jeffrey Dean and\n Monika Rauch Henzinger},\n title = {Finding Related Pages in the World Wide Web},\n journal = {Comput. Networks},\n volume = {31},\n number = {11-16},\n pages = {1467--1479},\n year = {1999},\n url = {https://doi.org/10.1016/S1389-1286(99)00022-5},\n doi = {10.1016/S1389-1286(99)00022-5},\n timestamp = {Wed, 19 Feb 2020 00:00:00 +0100},\n biburl = {https://dblp.org/rec/journals/cn/DeanH99.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n A Comparison of Techniques to Find Mirrored Hosts on the WWW.\n \n \n \n\n\n \n Bharat, K.; Broder, A. Z.; Dean, J.; and Henzinger, M. R.\n\n\n \n\n\n\n In
1999 ACM Digital Library Workshop on Organizing Web Space (WOWS), August 14, 1999, at Radisson Hotel, Berkeley, CA, USA (in conjunction with ACM DL'99), pages 2–12, 1999. \n
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@inproceedings{DBLP:conf/dl/BharatBDH99,\n author = {Krishna Bharat and\n Andrei Z. Broder and\n Jeffrey Dean and\n Monika Rauch Henzinger},\n title = {A Comparison of Techniques to Find Mirrored Hosts on the {WWW}},\n booktitle = {1999 {ACM} Digital Library Workshop on Organizing Web Space (WOWS),\n August 14, 1999, at Radisson Hotel, Berkeley, CA, {USA} (in conjunction\n with {ACM} DL'99)},\n pages = {2--12},\n year = {1999},\n crossref = {DBLP:conf/dl/1999wows},\n timestamp = {Tue, 18 Sep 2012 09:47:42 +0200},\n biburl = {https://dblp.org/rec/conf/dl/BharatBDH99.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n \n 1998\n \n \n (1)\n \n \n
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\n\n \n \n \n \n \n \n Walknet–a biologically inspired network to control six-legged walking.\n \n \n \n \n\n\n \n Cruse, H.; Kindermann, T.; Schumm, M.; Dean, J.; and Schmitz, J.\n\n\n \n\n\n\n
Neural Networks, 11(7-8): 1435–1447. 1998.\n
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@article{DBLP:journals/nn/CruseKSDS98,\n author = {Holk Cruse and\n Thomas Kindermann and\n Michael Schumm and\n Jeffrey Dean and\n Josef Schmitz},\n title = {Walknet--a biologically inspired network to control six-legged walking},\n journal = {Neural Networks},\n volume = {11},\n number = {7-8},\n pages = {1435--1447},\n year = {1998},\n url = {https://doi.org/10.1016/S0893-6080(98)00067-7},\n doi = {10.1016/S0893-6080(98)00067-7},\n timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},\n biburl = {https://dblp.org/rec/journals/nn/CruseKSDS98.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n \n 1997\n \n \n (4)\n \n \n
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\n\n \n \n \n \n \n \n Continuous Profiling: Where Have All the Cycles Gone?.\n \n \n \n \n\n\n \n Anderson, J. M.; Berc, L. M.; Dean, J.; Ghemawat, S.; Henzinger, M. R.; Leung, S.; Sites, R. L.; Vandevoorde, M. T.; Waldspurger, C. A.; and Weihl, W. E.\n\n\n \n\n\n\n
ACM Trans. Comput. Syst., 15(4): 357–390. 1997.\n
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@article{DBLP:journals/tocs/AndersonBDGHLSVWW97,\n author = {Jennifer{-}Ann M. Anderson and\n Lance M. Berc and\n Jeffrey Dean and\n Sanjay Ghemawat and\n Monika Rauch Henzinger and\n Shun{-}Tak Leung and\n Richard L. Sites and\n Mark T. Vandevoorde and\n Carl A. Waldspurger and\n William E. Weihl},\n title = {Continuous Profiling: Where Have All the Cycles Gone?},\n journal = {{ACM} Trans. Comput. Syst.},\n volume = {15},\n number = {4},\n pages = {357--390},\n year = {1997},\n url = {https://doi.org/10.1145/265924.265925},\n doi = {10.1145/265924.265925},\n timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/tocs/AndersonBDGHLSVWW97.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n \\emphProfileMe: Hardware Support for Instruction-Level Profiling on Out-of-Order Processors.\n \n \n \n \n\n\n \n Dean, J.; Hicks, J. E.; Waldspurger, C. A.; Weihl, W. E.; and Chrysos, G. Z.\n\n\n \n\n\n\n In
Proceedings of the Thirtieth Annual IEEE/ACM International Symposium on Microarchitecture, MICRO 30, Research Triangle Park, North Carolina, USA, December 1-3, 1997, pages 292–302, 1997. \n
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@inproceedings{DBLP:conf/micro/DeanHWWC97,\n author = {Jeffrey Dean and\n James E. Hicks and\n Carl A. Waldspurger and\n William E. Weihl and\n George Z. Chrysos},\n title = {\\emph{ProfileMe}: Hardware Support for Instruction-Level Profiling\n on Out-of-Order Processors},\n booktitle = {Proceedings of the Thirtieth Annual {IEEE/ACM} International Symposium\n on Microarchitecture, {MICRO} 30, Research Triangle Park, North Carolina,\n USA, December 1-3, 1997},\n pages = {292--302},\n year = {1997},\n crossref = {DBLP:conf/micro/1997},\n url = {https://doi.org/10.1109/MICRO.1997.645821},\n doi = {10.1109/MICRO.1997.645821},\n timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},\n biburl = {https://dblp.org/rec/conf/micro/DeanHWWC97.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n Call Graph Construction in Object-Oriented Languages.\n \n \n \n \n\n\n \n Grove, D.; DeFouw, G.; Dean, J.; and Chambers, C.\n\n\n \n\n\n\n In
Proceedings of the 1997 ACM SIGPLAN Conference on Object-Oriented Programming Systems, Languages & Applications, OOPSLA 1997, Atlanta, Georgia, October 5-9, 1997, pages 108–124, 1997. \n
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@inproceedings{DBLP:conf/oopsla/GroveDDC97,\n author = {David Grove and\n Greg DeFouw and\n Jeffrey Dean and\n Craig Chambers},\n title = {Call Graph Construction in Object-Oriented Languages},\n booktitle = {Proceedings of the 1997 {ACM} {SIGPLAN} Conference on Object-Oriented\n Programming Systems, Languages {\\&} Applications, {OOPSLA} 1997, Atlanta,\n Georgia, October 5-9, 1997},\n pages = {108--124},\n year = {1997},\n crossref = {DBLP:conf/oopsla/1997},\n url = {https://doi.org/10.1145/263698.264352},\n doi = {10.1145/263698.264352},\n timestamp = {Wed, 30 Mar 2022 13:58:18 +0200},\n biburl = {https://dblp.org/rec/conf/oopsla/GroveDDC97.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n Continuous Profiling: Where Have All the Cycles Gone?.\n \n \n \n \n\n\n \n Anderson, J. M.; Berc, L. M.; Dean, J.; Ghemawat, S.; Henzinger, M. R.; Leung, S.; Sites, R. L.; Vandevoorde, M. T.; Waldspurger, C. A.; and Weihl, W. E.\n\n\n \n\n\n\n In
Proceedings of the Sixteenth ACM Symposium on Operating System Principles, SOSP 1997, St. Malo, France, October 5-8, 1997, pages 1–14, 1997. \n
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@inproceedings{DBLP:conf/sosp/AndersonBDGHLSVWW97,\n author = {Jennifer{-}Ann M. Anderson and\n Lance M. Berc and\n Jeffrey Dean and\n Sanjay Ghemawat and\n Monika Rauch Henzinger and\n Shun{-}Tak Leung and\n Richard L. Sites and\n Mark T. Vandevoorde and\n Carl A. Waldspurger and\n William E. Weihl},\n title = {Continuous Profiling: Where Have All the Cycles Gone?},\n booktitle = {Proceedings of the Sixteenth {ACM} Symposium on Operating System Principles,\n {SOSP} 1997, St. Malo, France, October 5-8, 1997},\n pages = {1--14},\n year = {1997},\n crossref = {DBLP:conf/sosp/1997},\n url = {https://doi.org/10.1145/268998.266637},\n doi = {10.1145/268998.266637},\n timestamp = {Tue, 06 Nov 2018 16:59:32 +0100},\n biburl = {https://dblp.org/rec/conf/sosp/AndersonBDGHLSVWW97.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n \n 1996\n \n \n (2)\n \n \n
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\n\n \n \n \n \n \n \n Simplifying Neural Networks for Controlling Walking by Exploiting Physical Properties.\n \n \n \n \n\n\n \n Cruse, H.; Bartling, C.; Dean, J.; Kindermann, T.; Schmitz, J.; Schumm, M.; and Wagner, H.\n\n\n \n\n\n\n In
Artificial Neural Networks - ICANN 96, 1996 International Conference, Bochum, Germany, July 16-19, 1996, Proceedings, pages 433–438, 1996. \n
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@inproceedings{DBLP:conf/icann/CruseBDKSSW96,\n author = {Holk Cruse and\n Christian Bartling and\n Jeffrey Dean and\n Thomas Kindermann and\n Josef Schmitz and\n Michael Schumm and\n Hendrik Wagner},\n title = {Simplifying Neural Networks for Controlling Walking by Exploiting\n Physical Properties},\n booktitle = {Artificial Neural Networks - {ICANN} 96, 1996 International Conference,\n Bochum, Germany, July 16-19, 1996, Proceedings},\n pages = {433--438},\n year = {1996},\n crossref = {DBLP:conf/icann/1996},\n url = {https://doi.org/10.1007/3-540-61510-5\\_75},\n doi = {10.1007/3-540-61510-5\\_75},\n timestamp = {Tue, 14 May 2019 10:00:49 +0200},\n biburl = {https://dblp.org/rec/conf/icann/CruseBDKSSW96.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n Vortex: An Optimizing Compiler for Object-Oriented Languages.\n \n \n \n \n\n\n \n Dean, J.; DeFouw, G.; Grove, D.; Litvinov, V.; and Chambers, C.\n\n\n \n\n\n\n In
Proceedings of the 1996 ACM SIGPLAN Conference on Object-Oriented Programming Systems, Languages & Applications, OOPSLA 1996, San Jose, California, USA, October 6-10, 1996, pages 83–100, 1996. \n
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@inproceedings{DBLP:conf/oopsla/DeanDGLC96,\n author = {Jeffrey Dean and\n Greg DeFouw and\n David Grove and\n Vassily Litvinov and\n Craig Chambers},\n title = {Vortex: An Optimizing Compiler for Object-Oriented Languages},\n booktitle = {Proceedings of the 1996 {ACM} {SIGPLAN} Conference on Object-Oriented\n Programming Systems, Languages {\\&} Applications, {OOPSLA} 1996, San\n Jose, California, USA, October 6-10, 1996},\n pages = {83--100},\n year = {1996},\n crossref = {DBLP:conf/oopsla/1996},\n url = {https://doi.org/10.1145/236337.236344},\n doi = {10.1145/236337.236344},\n timestamp = {Wed, 30 Mar 2022 13:58:00 +0200},\n biburl = {https://dblp.org/rec/conf/oopsla/DeanDGLC96.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n \n 1995\n \n \n (6)\n \n \n
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\n\n \n \n \n \n \n \n Walking: A Complex Behavior Controlled by Simple Networks.\n \n \n \n \n\n\n \n Cruse, H.; Bartling, C.; Dreifert, M.; Schmitz, J.; Brunn, D. E.; Dean, J.; and Kindermann, T.\n\n\n \n\n\n\n
Adapt. Behav., 3(4): 385–418. 1995.\n
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@article{DBLP:journals/adb/CruseBDSBDK95,\n author = {Holk Cruse and\n Christian Bartling and\n M. Dreifert and\n Josef Schmitz and\n D. E. Brunn and\n Jeffrey Dean and\n Thomas Kindermann},\n title = {Walking: {A} Complex Behavior Controlled by Simple Networks},\n journal = {Adapt. Behav.},\n volume = {3},\n number = {4},\n pages = {385--418},\n year = {1995},\n url = {https://doi.org/10.1177/105971239500300403},\n doi = {10.1177/105971239500300403},\n timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/adb/CruseBDSBDK95.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n A modular artificial neural net for controlling a six-legged walking system.\n \n \n \n \n\n\n \n Cruse, H.; Bartling, C.; Cymbalyuk, G. S.; Dean, J.; and Dreifert, M.\n\n\n \n\n\n\n
Biol. Cybern., 72(5): 421–430. 1995.\n
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@article{DBLP:journals/bc/CruseBCDD95,\n author = {Holk Cruse and\n Christian Bartling and\n Gennady S. Cymbalyuk and\n Jeffrey Dean and\n M. Dreifert},\n title = {A modular artificial neural net for controlling a six-legged walking\n system},\n journal = {Biol. Cybern.},\n volume = {72},\n number = {5},\n pages = {421--430},\n year = {1995},\n url = {https://doi.org/10.1007/BF00201417},\n doi = {10.1007/BF00201417},\n timestamp = {Thu, 17 Sep 2020 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/bc/CruseBCDD95.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n Optimization of Object-Oriented Programs Using Static Class Hierarchy Analysis.\n \n \n \n \n\n\n \n Dean, J.; Grove, D.; and Chambers, C.\n\n\n \n\n\n\n In
ECOOP'95 - Object-Oriented Programming, 9th European Conference, Århus, Denmark, August 7-11, 1995, Proceedings, pages 77–101, 1995. \n
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@inproceedings{DBLP:conf/ecoop/DeanGC95,\n author = {Jeffrey Dean and\n David Grove and\n Craig Chambers},\n title = {Optimization of Object-Oriented Programs Using Static Class Hierarchy\n Analysis},\n booktitle = {ECOOP'95 - Object-Oriented Programming, 9th European Conference, {\\AA}rhus,\n Denmark, August 7-11, 1995, Proceedings},\n pages = {77--101},\n year = {1995},\n crossref = {DBLP:conf/ecoop/1995},\n url = {https://doi.org/10.1007/3-540-49538-X\\_5},\n doi = {10.1007/3-540-49538-X\\_5},\n timestamp = {Tue, 14 May 2019 10:00:54 +0200},\n biburl = {https://dblp.org/rec/conf/ecoop/DeanGC95.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n A Framework for Selective Recompilation in the Presence of Complex Intermodule Dependencies.\n \n \n \n \n\n\n \n Chambers, C.; Dean, J.; and Grove, D.\n\n\n \n\n\n\n In
17th International Conference on Software Engineering, Seattle, Washington, USA, April 23-30, 1995, Proceedings, pages 221–230, 1995. \n
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@inproceedings{DBLP:conf/icse/ChambersDG95,\n author = {Craig Chambers and\n Jeffrey Dean and\n David Grove},\n title = {A Framework for Selective Recompilation in the Presence of Complex\n Intermodule Dependencies},\n booktitle = {17th International Conference on Software Engineering, Seattle, Washington,\n USA, April 23-30, 1995, Proceedings},\n pages = {221--230},\n year = {1995},\n crossref = {DBLP:conf/icse/1995},\n url = {https://doi.org/10.1145/225014.225035},\n doi = {10.1145/225014.225035},\n timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},\n biburl = {https://dblp.org/rec/conf/icse/ChambersDG95.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n Profile-Guided Receiver Class Prediction.\n \n \n \n \n\n\n \n Grove, D.; Dean, J.; Garrett, C.; and Chambers, C.\n\n\n \n\n\n\n In
Proceedings of the Tenth Annual Conference on Object-Oriented Programming Systems, Languages, and Applications, OOPSLA 1995, Austin, Texas, USA, October 15-19, 1995, pages 108–123, 1995. \n
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@inproceedings{DBLP:conf/oopsla/GroveDGC95,\n author = {David Grove and\n Jeffrey Dean and\n Charles Garrett and\n Craig Chambers},\n title = {Profile-Guided Receiver Class Prediction},\n booktitle = {Proceedings of the Tenth Annual Conference on Object-Oriented Programming\n Systems, Languages, and Applications, {OOPSLA} 1995, Austin, Texas,\n USA, October 15-19, 1995},\n pages = {108--123},\n year = {1995},\n crossref = {DBLP:conf/oopsla/1995},\n url = {https://doi.org/10.1145/217838.217848},\n doi = {10.1145/217838.217848},\n timestamp = {Wed, 30 Mar 2022 13:57:45 +0200},\n biburl = {https://dblp.org/rec/conf/oopsla/GroveDGC95.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n Selective Specialization for Object-Oriented Languages.\n \n \n \n \n\n\n \n Dean, J.; Chambers, C.; and Grove, D.\n\n\n \n\n\n\n In
Proceedings of the ACM SIGPLAN'95 Conference on Programming Language Design and Implementation (PLDI), La Jolla, California, USA, June 18-21, 1995, pages 93–102, 1995. \n
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@inproceedings{DBLP:conf/pldi/DeanCG95,\n author = {Jeffrey Dean and\n Craig Chambers and\n David Grove},\n title = {Selective Specialization for Object-Oriented Languages},\n booktitle = {Proceedings of the {ACM} SIGPLAN'95 Conference on Programming Language\n Design and Implementation (PLDI), La Jolla, California, USA, June\n 18-21, 1995},\n pages = {93--102},\n year = {1995},\n crossref = {DBLP:conf/pldi/1995},\n url = {https://doi.org/10.1145/207110.207119},\n doi = {10.1145/207110.207119},\n timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},\n biburl = {https://dblp.org/rec/conf/pldi/DeanCG95.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n \n 1994\n \n \n (2)\n \n \n
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\n\n \n \n \n \n \n \n Towards Better Inlining Decisions Using Inlining Trials.\n \n \n \n \n\n\n \n Dean, J.; and Chambers, C.\n\n\n \n\n\n\n In
Proceedings of the 1994 ACM Conference on LISP and Functional Programming, Orlando, Florida, USA, 27-29 June 1994, pages 273–282, 1994. \n
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@inproceedings{DBLP:conf/lfp/DeanC94,\n author = {Jeffrey Dean and\n Craig Chambers},\n title = {Towards Better Inlining Decisions Using Inlining Trials},\n booktitle = {Proceedings of the 1994 {ACM} Conference on {LISP} and Functional\n Programming, Orlando, Florida, USA, 27-29 June 1994},\n pages = {273--282},\n year = {1994},\n crossref = {DBLP:conf/lfp/1994},\n url = {https://doi.org/10.1145/182409.182489},\n doi = {10.1145/182409.182489},\n timestamp = {Fri, 06 Aug 2021 15:08:55 +0200},\n biburl = {https://dblp.org/rec/conf/lfp/DeanC94.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n Identifying Profitable Specialization in Object-Oriented Languages.\n \n \n \n\n\n \n Dean, J.; Chambers, C.; and Grove, D.\n\n\n \n\n\n\n In
PEPM'94 - ACM SIGPLAN Workshop on Partial Evaluation and Semantics-Based Program Manipulation, Walt Disney World Vilage, Orlando, Florida, USA, 25 June 1994, Proceedings. Technical Report 94/9, pages 85–96, 1994. \n
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@inproceedings{DBLP:conf/pepm/DeanCG94,\n author = {Jeffrey Dean and\n Craig Chambers and\n David Grove},\n title = {Identifying Profitable Specialization in Object-Oriented Languages},\n booktitle = {PEPM'94 - {ACM} {SIGPLAN} Workshop on Partial Evaluation and Semantics-Based\n Program Manipulation, Walt Disney World Vilage, Orlando, Florida,\n USA, 25 June 1994, Proceedings. Technical Report 94/9},\n pages = {85--96},\n year = {1994},\n crossref = {DBLP:conf/pepm/1994},\n timestamp = {Tue, 22 May 2012 15:24:56 +0200},\n biburl = {https://dblp.org/rec/conf/pepm/DeanCG94.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n \n 1992\n \n \n (3)\n \n \n
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\n\n \n \n \n \n \n \n Kinematic Model of a Stick Insect as an Example of a Six-Legged Walking System.\n \n \n \n \n\n\n \n Müller-Wilm, U.; Cruse, H.; Eltze, J.; Dean, J.; Weidemann, H.; and Pfeiffer, F.\n\n\n \n\n\n\n
Adapt. Behav., 1(2): 155–169. 1992.\n
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@article{DBLP:journals/adb/Muller-WilmCEDWP92,\n author = {Uwe M{\\"{u}}ller{-}Wilm and\n Holk Cruse and\n J{\\"{u}}rgen Eltze and\n Jeffrey Dean and\n Hans{-}J{\\"{u}}rgen Weidemann and\n Friedrich Pfeiffer},\n title = {Kinematic Model of a Stick Insect as an Example of a Six-Legged Walking\n System},\n journal = {Adapt. Behav.},\n volume = {1},\n number = {2},\n pages = {155--169},\n year = {1992},\n url = {https://doi.org/10.1177/105971239200100202},\n doi = {10.1177/105971239200100202},\n timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/adb/Muller-WilmCEDWP92.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n A model of leg coordination in the stick insect, \\emphCarausius morosus.\n \n \n \n \n\n\n \n Dean, J.\n\n\n \n\n\n\n
Biol. Cybern., 66(4): 335–343. 1992.\n
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@article{DBLP:journals/bc/Dean92,\n author = {Jeffrey Dean},\n title = {A model of leg coordination in the stick insect, \\emph{Carausius morosus}},\n journal = {Biol. Cybern.},\n volume = {66},\n number = {4},\n pages = {335--343},\n year = {1992},\n url = {https://doi.org/10.1007/BF00203670},\n doi = {10.1007/BF00203670},\n timestamp = {Thu, 17 Sep 2020 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/bc/Dean92.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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\n\n \n \n \n \n \n \n A model of leg coordination in the stick insect, \\emphCarausim morosus.\n \n \n \n \n\n\n \n Dean, J.\n\n\n \n\n\n\n
Biol. Cybern., 66(4): 345–355. 1992.\n
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@article{DBLP:journals/bc/Dean92a,\n author = {Jeffrey Dean},\n title = {A model of leg coordination in the stick insect, \\emph{Carausim morosus}},\n journal = {Biol. Cybern.},\n volume = {66},\n number = {4},\n pages = {345--355},\n year = {1992},\n url = {https://doi.org/10.1007/BF00203671},\n doi = {10.1007/BF00203671},\n timestamp = {Thu, 17 Sep 2020 01:00:00 +0200},\n biburl = {https://dblp.org/rec/journals/bc/Dean92a.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n
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