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\n  \n 2023\n \n \n (1)\n \n \n
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\n \n\n \n \n \n \n \n \n Optimal Nonlinearities Improve Generalization Performance of Random Features.\n \n \n \n \n\n\n \n Demir, S.; and Dogan, Z.\n\n\n \n\n\n\n CoRR, abs/2309.16846. 2023.\n \n\n\n\n
\n\n\n\n \n \n \"OptimalPaper\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-2309-16846,\n  author       = {Samet Demir and\n                  Zafer Dogan},\n  title        = {Optimal Nonlinearities Improve Generalization Performance of Random\n                  Features},\n  journal      = {CoRR},\n  volume       = {abs/2309.16846},\n  year         = {2023},\n  url          = {https://doi.org/10.48550/arXiv.2309.16846},\n  doi          = {10.48550/ARXIV.2309.16846},\n  eprinttype    = {arXiv},\n  eprint       = {2309.16846},\n  timestamp    = {Tue, 17 Oct 2023 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2309-16846.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n  \n 2020\n \n \n (1)\n \n \n
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\n \n\n \n \n \n \n \n \n DeepSmartFuzzer: Reward Guided Test Generation For Deep Learning.\n \n \n \n \n\n\n \n Demir, S.; Eniser, H. F.; and Sen, A.\n\n\n \n\n\n\n In Espinoza, H.; McDermid, J. A.; Huang, X.; Castillo-Effen, M.; Chen, X. C.; Hernández-Orallo, J.; hÉigeartaigh , S. Ó; and Mallah, R., editor(s), Proceedings of the Workshop on Artificial Intelligence Safety 2020 co-located with the 29th International Joint Conference on Artificial Intelligence and the 17th Pacific Rim International Conference on Artificial Intelligence (IJCAI-PRICAI 2020), Yokohama, Japan, January, 2021, volume 2640, of CEUR Workshop Proceedings, 2020. CEUR-WS.org\n \n\n\n\n
\n\n\n\n \n \n \"DeepSmartFuzzer: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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@inproceedings{DBLP:conf/ijcai/DemirE020,\n  author       = {Samet Demir and\n                  Hasan Ferit Eniser and\n                  Alper Sen},\n  editor       = {Hu{\\'{a}}scar Espinoza and\n                  John A. McDermid and\n                  Xiaowei Huang and\n                  Mauricio Castillo{-}Effen and\n                  Xin Cynthia Chen and\n                  Jos{\\'{e}} Hern{\\'{a}}ndez{-}Orallo and\n                  Se{\\'{a}}n {\\'{O}} h{\\'{E}}igeartaigh and\n                  Richard Mallah},\n  title        = {DeepSmartFuzzer: Reward Guided Test Generation For Deep Learning},\n  booktitle    = {Proceedings of the Workshop on Artificial Intelligence Safety 2020\n                  co-located with the 29th International Joint Conference on Artificial\n                  Intelligence and the 17th Pacific Rim International Conference on\n                  Artificial Intelligence {(IJCAI-PRICAI} 2020), Yokohama, Japan, January,\n                  2021},\n  series       = {{CEUR} Workshop Proceedings},\n  volume       = {2640},\n  publisher    = {CEUR-WS.org},\n  year         = {2020},\n  url          = {https://ceur-ws.org/Vol-2640/paper\\_19.pdf},\n  timestamp    = {Fri, 10 Mar 2023 16:23:32 +0100},\n  biburl       = {https://dblp.org/rec/conf/ijcai/DemirE020.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n  \n 2019\n \n \n (2)\n \n \n
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\n \n\n \n \n \n \n \n \n DeepSmartFuzzer: Reward Guided Test Generation For Deep Learning.\n \n \n \n \n\n\n \n Demir, S.; Eniser, H. F.; and Sen, A.\n\n\n \n\n\n\n CoRR, abs/1911.10621. 2019.\n \n\n\n\n
\n\n\n\n \n \n \"DeepSmartFuzzer:Paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n  \n \n 2 downloads\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-1911-10621,\n  author       = {Samet Demir and\n                  Hasan Ferit Eniser and\n                  Alper Sen},\n  title        = {DeepSmartFuzzer: Reward Guided Test Generation For Deep Learning},\n  journal      = {CoRR},\n  volume       = {abs/1911.10621},\n  year         = {2019},\n  url          = {http://arxiv.org/abs/1911.10621},\n  eprinttype    = {arXiv},\n  eprint       = {1911.10621},\n  timestamp    = {Tue, 03 Dec 2019 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-1911-10621.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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\n \n\n \n \n \n \n \n \n Neural Academic Paper Generation.\n \n \n \n \n\n\n \n Demir, S.; Mutlu, U.; and Özdemir, Ö.\n\n\n \n\n\n\n CoRR, abs/1912.01982. 2019.\n \n\n\n\n
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@article{DBLP:journals/corr/abs-1912-01982,\n  author       = {Samet Demir and\n                  Uras Mutlu and\n                  {\\"{O}}zg{\\"{u}}r {\\"{O}}zdemir},\n  title        = {Neural Academic Paper Generation},\n  journal      = {CoRR},\n  volume       = {abs/1912.01982},\n  year         = {2019},\n  url          = {http://arxiv.org/abs/1912.01982},\n  eprinttype    = {arXiv},\n  eprint       = {1912.01982},\n  timestamp    = {Sat, 23 Jan 2021 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-1912-01982.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n
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