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  author       = {Samet Demir and
                  Zafer Dogan},
  title        = {Asymptotic Analysis of Two-Layer Neural Networks after One Gradient
                  Step under Gaussian Mixtures Data with Structure},
  booktitle    = {The Thirteenth International Conference on Learning Representations,
                  {ICLR} 2025, Singapore, April 24-28, 2025},
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  year         = {2025},
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}



@inproceedings{DBLP:conf/mlsp/DemirD25,
  author       = {Samet Demir and
                  Zafer Dogan},
  title        = {Asymptotic Study of in-Context Learning with Random Transformers Through
                  Equivalent Models},
  booktitle    = {35th {IEEE} International Workshop on Machine Learning for Signal
                  Processing, {MLSP} 2025, Istanbul, Turkey, August 31 - Sept. 3, 2025},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2025},
  url          = {https://doi.org/10.1109/MLSP62443.2025.11204336},
  doi          = {10.1109/MLSP62443.2025.11204336},
  timestamp    = {Thu, 06 Nov 2025 08:39:57 +0100},
  biburl       = {https://dblp.org/rec/conf/mlsp/DemirD25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/mlsp/GultekinDD25,
  author       = {M. Oguzhan Gultekin and
                  Samet Demir and
                  Zafer Dogan},
  title        = {Learning Rate Should Scale Inversely with High-Order Data Moments
                  in High-Dimensional Online Independent Component Analysis},
  booktitle    = {35th {IEEE} International Workshop on Machine Learning for Signal
                  Processing, {MLSP} 2025, Istanbul, Turkey, August 31 - Sept. 3, 2025},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2025},
  url          = {https://doi.org/10.1109/MLSP62443.2025.11204212},
  doi          = {10.1109/MLSP62443.2025.11204212},
  timestamp    = {Thu, 06 Nov 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/mlsp/GultekinDD25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/mlsp/YildirimDD25,
  author       = {Yigit E. Yildirim and
                  Samet Demir and
                  Zafer Dogan},
  title        = {Benefits of Online Tilted Empirical Risk Minimization: {A} Case Study
                  of Outlier Detection and Robust Regression},
  booktitle    = {35th {IEEE} International Workshop on Machine Learning for Signal
                  Processing, {MLSP} 2025, Istanbul, Turkey, August 31 - Sept. 3, 2025},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2025},
  url          = {https://doi.org/10.1109/MLSP62443.2025.11204247},
  doi          = {10.1109/MLSP62443.2025.11204247},
  timestamp    = {Thu, 06 Nov 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/mlsp/YildirimDD25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/corr/abs-2503-00856,
  author       = {Samet Demir and
                  Zafer Dogan},
  title        = {Asymptotic Analysis of Two-Layer Neural Networks after One Gradient
                  Step under Gaussian Mixtures Data with Structure},
  journal      = {CoRR},
  volume       = {abs/2503.00856},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2503.00856},
  doi          = {10.48550/ARXIV.2503.00856},
  eprinttype    = {arXiv},
  eprint       = {2503.00856},
  timestamp    = {Mon, 21 Apr 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2503-00856.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/corr/abs-2509-15127,
  author       = {M. Oguzhan Gultekin and
                  Samet Demir and
                  Zafer Dogan},
  title        = {Learning Rate Should Scale Inversely with High-Order Data Moments
                  in High-Dimensional Online Independent Component Analysis},
  journal      = {CoRR},
  volume       = {abs/2509.15127},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2509.15127},
  doi          = {10.48550/ARXIV.2509.15127},
  eprinttype    = {arXiv},
  eprint       = {2509.15127},
  timestamp    = {Wed, 22 Oct 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2509-15127.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/corr/abs-2509-15141,
  author       = {Yigit E. Yildirim and
                  Samet Demir and
                  Zafer Dogan},
  title        = {Benefits of Online Tilted Empirical Risk Minimization: {A} Case Study
                  of Outlier Detection and Robust Regression},
  journal      = {CoRR},
  volume       = {abs/2509.15141},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2509.15141},
  doi          = {10.48550/ARXIV.2509.15141},
  eprinttype    = {arXiv},
  eprint       = {2509.15141},
  timestamp    = {Wed, 22 Oct 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2509-15141.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/corr/abs-2509-15152,
  author       = {Samet Demir and
                  Zafer Dogan},
  title        = {Asymptotic Study of In-context Learning with Random Transformers through
                  Equivalent Models},
  journal      = {CoRR},
  volume       = {abs/2509.15152},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2509.15152},
  doi          = {10.48550/ARXIV.2509.15152},
  eprinttype    = {arXiv},
  eprint       = {2509.15152},
  timestamp    = {Wed, 22 Oct 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2509-15152.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/corr/abs-2510-25753,
  author       = {Samet Demir and
                  Zafer Dogan},
  title        = {How Data Mixing Shapes In-Context Learning: Asymptotic Equivalence
                  for Transformers with MLPs},
  journal      = {CoRR},
  volume       = {abs/2510.25753},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2510.25753},
  doi          = {10.48550/ARXIV.2510.25753},
  eprinttype    = {arXiv},
  eprint       = {2510.25753},
  timestamp    = {Mon, 17 Nov 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2510-25753.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/corr/abs-2511-01292,
  author       = {Samet Demir and
                  Zafer Dogan},
  title        = {Optimal Attention Temperature Enhances In-Context Learning under Distribution
                  Shift},
  journal      = {CoRR},
  volume       = {abs/2511.01292},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2511.01292},
  doi          = {10.48550/ARXIV.2511.01292},
  eprinttype    = {arXiv},
  eprint       = {2511.01292},
  timestamp    = {Fri, 02 Jan 2026 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2511-01292.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/corr/abs-2512-01231,
  author       = {Samet Demir and
                  Zafer Dogan},
  title        = {Implicitly Normalized Online {PCA:} {A} Regularized Algorithm with
                  Exact High-Dimensional Dynamics},
  journal      = {CoRR},
  volume       = {abs/2512.01231},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2512.01231},
  doi          = {10.48550/ARXIV.2512.01231},
  eprinttype    = {arXiv},
  eprint       = {2512.01231},
  timestamp    = {Mon, 26 Jan 2026 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2512-01231.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/siu/DemirD24,
  author       = {Samet Demir and
                  Zafer Dogan},
  title        = {Studying Generalization Performance of Random Feature Model through
                  Equivalent Models},
  booktitle    = {32nd Signal Processing and Communications Applications Conference,
                  {SIU} 2024, Mersin, Turkiye, May 15-18, 2024},
  pages        = {1--4},
  publisher    = {{IEEE}},
  year         = {2024},
  url          = {https://doi.org/10.1109/SIU61531.2024.10600866},
  doi          = {10.1109/SIU61531.2024.10600866},
  timestamp    = {Sun, 06 Oct 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/siu/DemirD24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/corr/abs-2409-20250,
  author       = {Samet Demir and
                  Zafer Dogan},
  title        = {Random Features Outperform Linear Models: Effect of Strong Input-Label
                  Correlation in Spiked Covariance Data},
  journal      = {CoRR},
  volume       = {abs/2409.20250},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2409.20250},
  doi          = {10.48550/ARXIV.2409.20250},
  eprinttype    = {arXiv},
  eprint       = {2409.20250},
  timestamp    = {Mon, 21 Oct 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2409-20250.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/acml/DemirD23,
  author       = {Samet Demir and
                  Zafer Dogan},
  editor       = {Berrin Yanikoglu and
                  Wray L. Buntine},
  title        = {Optimal Nonlinearities Improve Generalization Performance of Random
                  Features},
  booktitle    = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November
                  2023, Istanbul, Turkey},
  series       = {Proceedings of Machine Learning Research},
  volume       = {222},
  pages        = {247--262},
  publisher    = {{PMLR}},
  year         = {2023},
  url          = {https://proceedings.mlr.press/v222/demir24a.html},
  timestamp    = {Sun, 06 Oct 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acml/DemirD23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/corr/abs-2309-16846,
  author       = {Samet Demir and
                  Zafer Dogan},
  title        = {Optimal Nonlinearities Improve Generalization Performance of Random
                  Features},
  journal      = {CoRR},
  volume       = {abs/2309.16846},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2309.16846},
  doi          = {10.48550/ARXIV.2309.16846},
  eprinttype    = {arXiv},
  eprint       = {2309.16846},
  timestamp    = {Tue, 17 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2309-16846.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@inproceedings{DBLP:conf/ijcai/DemirE020,
  author       = {Samet Demir and
                  Hasan Ferit Eniser and
                  Alper Sen},
  editor       = {Hu{\'{a}}scar Espinoza and
                  John A. McDermid and
                  Xiaowei Huang and
                  Mauricio Castillo{-}Effen and
                  Xin Cynthia Chen and
                  Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
                  Se{\'{a}}n {\'{O}} h{\'{E}}igeartaigh and
                  Richard Mallah},
  title        = {DeepSmartFuzzer: Reward Guided Test Generation For Deep Learning},
  booktitle    = {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},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {2640},
  publisher    = {CEUR-WS.org},
  year         = {2020},
  url          = {https://ceur-ws.org/Vol-2640/paper\_19.pdf},
  timestamp    = {Fri, 10 Mar 2023 16:23:32 +0100},
  biburl       = {https://dblp.org/rec/conf/ijcai/DemirE020.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/corr/abs-1911-10621,
  author       = {Samet Demir and
                  Hasan Ferit Eniser and
                  Alper Sen},
  title        = {DeepSmartFuzzer: Reward Guided Test Generation For Deep Learning},
  journal      = {CoRR},
  volume       = {abs/1911.10621},
  year         = {2019},
  url          = {http://arxiv.org/abs/1911.10621},
  eprinttype    = {arXiv},
  eprint       = {1911.10621},
  timestamp    = {Tue, 03 Dec 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1911-10621.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}



@article{DBLP:journals/corr/abs-1912-01982,
  author       = {Samet Demir and
                  Uras Mutlu and
                  {\"{O}}zg{\"{u}}r {\"{O}}zdemir},
  title        = {Neural Academic Paper Generation},
  journal      = {CoRR},
  volume       = {abs/1912.01982},
  year         = {2019},
  url          = {http://arxiv.org/abs/1912.01982},
  eprinttype    = {arXiv},
  eprint       = {1912.01982},
  timestamp    = {Sat, 23 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1912-01982.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

\">\n            <i class=\"fa fa-download fa-fw\"></i> Download BibTeX\n          </a>\n        </li>\n        <li>\n          <a href=\"//bibbase.org/rss?bib=https://dblp.org/pid/254/1845.bib\">\n            <i class=\"fa fa-rss fa-fw\"></i> RSS Feed\n          </a>\n          </li>\n      </ul>\n      </li>\n\n      \n\n\n      \n    </ul>\n\n\n    <div class=\"alert alert-success bibbase_msg\" id=\"bibbase_msg_embed\"\n         style=\"display: none;\">\n\n      Excellent! 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To use this list on your own web site\n      or create a new web site from it,\n      <a href=\"/network/register?next=/network/newAccountWithFile%3FfileId=\"\n      >create a free account</a>. The file will be added\n      and you will be able to edit it in the File Manager.\n      We will show you instructions once you've created your account.\n    </div>\n\n    <div class=\"alert alert-warning bibbase_msg\" id=\"bibbase_msg_mendeley1\"\n         style=\"display: none;\">\n\n      <p>To the site owner:</p>\n\n      <p><strong>Action required!</strong> Mendeley is changing its\n        API. In order to keep using Mendeley with BibBase past April\n        14th, you need to:\n        <ol>\n          <li>renew the authorization for BibBase on Mendeley, and</li>\n          <li>update the BibBase URL\n            in your page the same way you did when you initially set up\n            this page.\n          </li>\n        </ol>\n      </p>\n\n      <p>\n        <a href=\"http://bibbase.org/cgi-bin/mendeley2/get.py\">\n          <i class=\"fa fa-angle-double-right\"></i>\n          Fix it now</a>\n      </p>\n    </div>\n\n  </div>\n\n\n  <div id=\"bibbase_body\">\n    \n  \n  <div class=\"bibbase_group_whole\" id=\"group_2025\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2025')\"\n      onkeypress=\"toggleGroup('group_2025')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2025</span>\n      <span class=\"bibbase_group_count\">\n        \n        (11)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"demir-dogan-asymptoticanalysisoftwolayerneuralnetworksafteronegradientstepundergaussianmixturesdatawithstructure-2025\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://openreview.net/forum?id=tNn6Hskmti\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'demir-dogan-asymptoticanalysisoftwolayerneuralnetworksafteronegradientstepundergaussianmixturesdatawithstructure-2025', 'https://openreview.net/forum?id=tNn6Hskmti', event);\">\n    Asymptotic Analysis of Two-Layer Neural Networks after One Gradient Step under Gaussian Mixtures Data with Structure.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://sametdemir.xyz/dblp\">Demir, S.</a>;  and Dogan, Z.\n</span>\n\n  \n\n</span>\n\n  In <i>The Thirteenth International Conference on Learning Representations, ICLR 2025, Singapore, April 24-28, 2025</i>,  2025. OpenReview.net\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://openreview.net/forum?id=tNn6Hskmti\"\n     onclick=\"log_download('demir-dogan-asymptoticanalysisoftwolayerneuralnetworksafteronegradientstepundergaussianmixturesdatawithstructure-2025', 'https://openreview.net/forum?id=tNn6Hskmti', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Asymptotic Analysis of Two-Layer Neural Networks after One Gradient Step under Gaussian Mixtures Data with Structure [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/demir-dogan-asymptoticanalysisoftwolayerneuralnetworksafteronegradientstepundergaussianmixturesdatawithstructure-2025\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('demir-dogan-asymptoticanalysisoftwolayerneuralnetworksafteronegradientstepundergaussianmixturesdatawithstructure-2025')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/iclr/DemirD25,\n  author       = {Samet Demir and\n                  Zafer Dogan},\n  title        = {Asymptotic Analysis of Two-Layer Neural Networks after One Gradient\n                  Step under Gaussian Mixtures Data with Structure},\n  booktitle    = {The Thirteenth International Conference on Learning Representations,\n                  {ICLR} 2025, Singapore, April 24-28, 2025},\n  publisher    = {OpenReview.net},\n  year         = {2025},\n  url          = {https://openreview.net/forum?id=tNn6Hskmti},\n  timestamp    = {Thu, 15 May 2025 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/iclr/DemirD25.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"demir-dogan-asymptoticstudyofincontextlearningwithrandomtransformersthroughequivalentmodels-2025\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1109/MLSP62443.2025.11204336\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'demir-dogan-asymptoticstudyofincontextlearningwithrandomtransformersthroughequivalentmodels-2025', 'https://doi.org/10.1109/MLSP62443.2025.11204336', event);\">\n    Asymptotic Study of in-Context Learning with Random Transformers Through Equivalent Models.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://sametdemir.xyz/dblp\">Demir, S.</a>;  and Dogan, Z.\n</span>\n\n  \n\n</span>\n\n  In <i>35th IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2025, Istanbul, Turkey, August 31 - Sept. 3, 2025</i>, pages 1–6,  2025. IEEE\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1109/MLSP62443.2025.11204336\"\n     onclick=\"log_download('demir-dogan-asymptoticstudyofincontextlearningwithrandomtransformersthroughequivalentmodels-2025', 'https://doi.org/10.1109/MLSP62443.2025.11204336', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Asymptotic Study of in-Context Learning with Random Transformers Through Equivalent Models [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1109/MLSP62443.2025.11204336\"\n     onclick=\"log_download('demir-dogan-asymptoticstudyofincontextlearningwithrandomtransformersthroughequivalentmodels-2025', 'http://doi.org/10.1109/MLSP62443.2025.11204336', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/demir-dogan-asymptoticstudyofincontextlearningwithrandomtransformersthroughequivalentmodels-2025\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('demir-dogan-asymptoticstudyofincontextlearningwithrandomtransformersthroughequivalentmodels-2025')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/mlsp/DemirD25,\n  author       = {Samet Demir and\n                  Zafer Dogan},\n  title        = {Asymptotic Study of in-Context Learning with Random Transformers Through\n                  Equivalent Models},\n  booktitle    = {35th {IEEE} International Workshop on Machine Learning for Signal\n                  Processing, {MLSP} 2025, Istanbul, Turkey, August 31 - Sept. 3, 2025},\n  pages        = {1--6},\n  publisher    = {{IEEE}},\n  year         = {2025},\n  url          = {https://doi.org/10.1109/MLSP62443.2025.11204336},\n  doi          = {10.1109/MLSP62443.2025.11204336},\n  timestamp    = {Thu, 06 Nov 2025 08:39:57 +0100},\n  biburl       = {https://dblp.org/rec/conf/mlsp/DemirD25.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"gultekin-demir-dogan-learningrateshouldscaleinverselywithhighorderdatamomentsinhighdimensionalonlineindependentcomponentanalysis-2025\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1109/MLSP62443.2025.11204212\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'gultekin-demir-dogan-learningrateshouldscaleinverselywithhighorderdatamomentsinhighdimensionalonlineindependentcomponentanalysis-2025', 'https://doi.org/10.1109/MLSP62443.2025.11204212', event);\">\n    Learning Rate Should Scale Inversely with High-Order Data Moments in High-Dimensional Online Independent Component Analysis.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Gultekin, M. O.; <a class=\"bibbase author link\" href=\"https://sametdemir.xyz/dblp\">Demir, S.</a>;  and Dogan, Z.\n</span>\n\n  \n\n</span>\n\n  In <i>35th IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2025, Istanbul, Turkey, August 31 - Sept. 3, 2025</i>, pages 1–6,  2025. IEEE\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1109/MLSP62443.2025.11204212\"\n     onclick=\"log_download('gultekin-demir-dogan-learningrateshouldscaleinverselywithhighorderdatamomentsinhighdimensionalonlineindependentcomponentanalysis-2025', 'https://doi.org/10.1109/MLSP62443.2025.11204212', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Learning Rate Should Scale Inversely with High-Order Data Moments in High-Dimensional Online Independent Component Analysis [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1109/MLSP62443.2025.11204212\"\n     onclick=\"log_download('gultekin-demir-dogan-learningrateshouldscaleinverselywithhighorderdatamomentsinhighdimensionalonlineindependentcomponentanalysis-2025', 'http://doi.org/10.1109/MLSP62443.2025.11204212', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/gultekin-demir-dogan-learningrateshouldscaleinverselywithhighorderdatamomentsinhighdimensionalonlineindependentcomponentanalysis-2025\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('gultekin-demir-dogan-learningrateshouldscaleinverselywithhighorderdatamomentsinhighdimensionalonlineindependentcomponentanalysis-2025')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/mlsp/GultekinDD25,\n  author       = {M. Oguzhan Gultekin and\n                  Samet Demir and\n                  Zafer Dogan},\n  title        = {Learning Rate Should Scale Inversely with High-Order Data Moments\n                  in High-Dimensional Online Independent Component Analysis},\n  booktitle    = {35th {IEEE} International Workshop on Machine Learning for Signal\n                  Processing, {MLSP} 2025, Istanbul, Turkey, August 31 - Sept. 3, 2025},\n  pages        = {1--6},\n  publisher    = {{IEEE}},\n  year         = {2025},\n  url          = {https://doi.org/10.1109/MLSP62443.2025.11204212},\n  doi          = {10.1109/MLSP62443.2025.11204212},\n  timestamp    = {Thu, 06 Nov 2025 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/mlsp/GultekinDD25.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"yildirim-demir-dogan-benefitsofonlinetiltedempiricalriskminimizationacasestudyofoutlierdetectionandrobustregression-2025\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1109/MLSP62443.2025.11204247\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'yildirim-demir-dogan-benefitsofonlinetiltedempiricalriskminimizationacasestudyofoutlierdetectionandrobustregression-2025', 'https://doi.org/10.1109/MLSP62443.2025.11204247', event);\">\n    Benefits of Online Tilted Empirical Risk Minimization: A Case Study of Outlier Detection and Robust Regression.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Yildirim, Y. E.; <a class=\"bibbase author link\" href=\"https://sametdemir.xyz/dblp\">Demir, S.</a>;  and Dogan, Z.\n</span>\n\n  \n\n</span>\n\n  In <i>35th IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2025, Istanbul, Turkey, August 31 - Sept. 3, 2025</i>, pages 1–6,  2025. IEEE\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1109/MLSP62443.2025.11204247\"\n     onclick=\"log_download('yildirim-demir-dogan-benefitsofonlinetiltedempiricalriskminimizationacasestudyofoutlierdetectionandrobustregression-2025', 'https://doi.org/10.1109/MLSP62443.2025.11204247', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Benefits of Online Tilted Empirical Risk Minimization: A Case Study of Outlier Detection and Robust Regression [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1109/MLSP62443.2025.11204247\"\n     onclick=\"log_download('yildirim-demir-dogan-benefitsofonlinetiltedempiricalriskminimizationacasestudyofoutlierdetectionandrobustregression-2025', 'http://doi.org/10.1109/MLSP62443.2025.11204247', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/yildirim-demir-dogan-benefitsofonlinetiltedempiricalriskminimizationacasestudyofoutlierdetectionandrobustregression-2025\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('yildirim-demir-dogan-benefitsofonlinetiltedempiricalriskminimizationacasestudyofoutlierdetectionandrobustregression-2025')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/mlsp/YildirimDD25,\n  author       = {Yigit E. Yildirim and\n                  Samet Demir and\n                  Zafer Dogan},\n  title        = {Benefits of Online Tilted Empirical Risk Minimization: {A} Case Study\n                  of Outlier Detection and Robust Regression},\n  booktitle    = {35th {IEEE} International Workshop on Machine Learning for Signal\n                  Processing, {MLSP} 2025, Istanbul, Turkey, August 31 - Sept. 3, 2025},\n  pages        = {1--6},\n  publisher    = {{IEEE}},\n  year         = {2025},\n  url          = {https://doi.org/10.1109/MLSP62443.2025.11204247},\n  doi          = {10.1109/MLSP62443.2025.11204247},\n  timestamp    = {Thu, 06 Nov 2025 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/conf/mlsp/YildirimDD25.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"demir-dogan-asymptoticanalysisoftwolayerneuralnetworksafteronegradientstepundergaussianmixturesdatawithstructure-2025\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.48550/arXiv.2503.00856\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'demir-dogan-asymptoticanalysisoftwolayerneuralnetworksafteronegradientstepundergaussianmixturesdatawithstructure-2025', 'https://doi.org/10.48550/arXiv.2503.00856', event);\">\n    Asymptotic Analysis of Two-Layer Neural Networks after One Gradient Step under Gaussian Mixtures Data with Structure.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://sametdemir.xyz/dblp\">Demir, S.</a>;  and Dogan, Z.\n</span>\n\n  \n\n</span>\n\n  <i>CoRR</i>, abs/2503.00856.  2025.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.48550/arXiv.2503.00856\"\n     onclick=\"log_download('demir-dogan-asymptoticanalysisoftwolayerneuralnetworksafteronegradientstepundergaussianmixturesdatawithstructure-2025', 'https://doi.org/10.48550/arXiv.2503.00856', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Asymptotic Analysis of Two-Layer Neural Networks after One Gradient Step under Gaussian Mixtures Data with Structure [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.48550/ARXIV.2503.00856\"\n     onclick=\"log_download('demir-dogan-asymptoticanalysisoftwolayerneuralnetworksafteronegradientstepundergaussianmixturesdatawithstructure-2025', 'http://doi.org/10.48550/ARXIV.2503.00856', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/demir-dogan-asymptoticanalysisoftwolayerneuralnetworksafteronegradientstepundergaussianmixturesdatawithstructure-2025\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('demir-dogan-asymptoticanalysisoftwolayerneuralnetworksafteronegradientstepundergaussianmixturesdatawithstructure-2025')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/corr/abs-2503-00856,\n  author       = {Samet Demir and\n                  Zafer Dogan},\n  title        = {Asymptotic Analysis of Two-Layer Neural Networks after One Gradient\n                  Step under Gaussian Mixtures Data with Structure},\n  journal      = {CoRR},\n  volume       = {abs/2503.00856},\n  year         = {2025},\n  url          = {https://doi.org/10.48550/arXiv.2503.00856},\n  doi          = {10.48550/ARXIV.2503.00856},\n  eprinttype    = {arXiv},\n  eprint       = {2503.00856},\n  timestamp    = {Mon, 21 Apr 2025 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2503-00856.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"gultekin-demir-dogan-learningrateshouldscaleinverselywithhighorderdatamomentsinhighdimensionalonlineindependentcomponentanalysis-2025\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.48550/arXiv.2509.15127\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'gultekin-demir-dogan-learningrateshouldscaleinverselywithhighorderdatamomentsinhighdimensionalonlineindependentcomponentanalysis-2025', 'https://doi.org/10.48550/arXiv.2509.15127', event);\">\n    Learning Rate Should Scale Inversely with High-Order Data Moments in High-Dimensional Online Independent Component Analysis.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Gultekin, M. O.; <a class=\"bibbase author link\" href=\"https://sametdemir.xyz/dblp\">Demir, S.</a>;  and Dogan, Z.\n</span>\n\n  \n\n</span>\n\n  <i>CoRR</i>, abs/2509.15127.  2025.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.48550/arXiv.2509.15127\"\n     onclick=\"log_download('gultekin-demir-dogan-learningrateshouldscaleinverselywithhighorderdatamomentsinhighdimensionalonlineindependentcomponentanalysis-2025', 'https://doi.org/10.48550/arXiv.2509.15127', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Learning Rate Should Scale Inversely with High-Order Data Moments in High-Dimensional Online Independent Component Analysis [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.48550/ARXIV.2509.15127\"\n     onclick=\"log_download('gultekin-demir-dogan-learningrateshouldscaleinverselywithhighorderdatamomentsinhighdimensionalonlineindependentcomponentanalysis-2025', 'http://doi.org/10.48550/ARXIV.2509.15127', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/gultekin-demir-dogan-learningrateshouldscaleinverselywithhighorderdatamomentsinhighdimensionalonlineindependentcomponentanalysis-2025\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('gultekin-demir-dogan-learningrateshouldscaleinverselywithhighorderdatamomentsinhighdimensionalonlineindependentcomponentanalysis-2025')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/corr/abs-2509-15127,\n  author       = {M. Oguzhan Gultekin and\n                  Samet Demir and\n                  Zafer Dogan},\n  title        = {Learning Rate Should Scale Inversely with High-Order Data Moments\n                  in High-Dimensional Online Independent Component Analysis},\n  journal      = {CoRR},\n  volume       = {abs/2509.15127},\n  year         = {2025},\n  url          = {https://doi.org/10.48550/arXiv.2509.15127},\n  doi          = {10.48550/ARXIV.2509.15127},\n  eprinttype    = {arXiv},\n  eprint       = {2509.15127},\n  timestamp    = {Wed, 22 Oct 2025 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2509-15127.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"yildirim-demir-dogan-benefitsofonlinetiltedempiricalriskminimizationacasestudyofoutlierdetectionandrobustregression-2025\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.48550/arXiv.2509.15141\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'yildirim-demir-dogan-benefitsofonlinetiltedempiricalriskminimizationacasestudyofoutlierdetectionandrobustregression-2025', 'https://doi.org/10.48550/arXiv.2509.15141', event);\">\n    Benefits of Online Tilted Empirical Risk Minimization: A Case Study of Outlier Detection and Robust Regression.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Yildirim, Y. E.; <a class=\"bibbase author link\" href=\"https://sametdemir.xyz/dblp\">Demir, S.</a>;  and Dogan, Z.\n</span>\n\n  \n\n</span>\n\n  <i>CoRR</i>, abs/2509.15141.  2025.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.48550/arXiv.2509.15141\"\n     onclick=\"log_download('yildirim-demir-dogan-benefitsofonlinetiltedempiricalriskminimizationacasestudyofoutlierdetectionandrobustregression-2025', 'https://doi.org/10.48550/arXiv.2509.15141', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Benefits of Online Tilted Empirical Risk Minimization: A Case Study of Outlier Detection and Robust Regression [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.48550/ARXIV.2509.15141\"\n     onclick=\"log_download('yildirim-demir-dogan-benefitsofonlinetiltedempiricalriskminimizationacasestudyofoutlierdetectionandrobustregression-2025', 'http://doi.org/10.48550/ARXIV.2509.15141', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/yildirim-demir-dogan-benefitsofonlinetiltedempiricalriskminimizationacasestudyofoutlierdetectionandrobustregression-2025\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('yildirim-demir-dogan-benefitsofonlinetiltedempiricalriskminimizationacasestudyofoutlierdetectionandrobustregression-2025')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/corr/abs-2509-15141,\n  author       = {Yigit E. Yildirim and\n                  Samet Demir and\n                  Zafer Dogan},\n  title        = {Benefits of Online Tilted Empirical Risk Minimization: {A} Case Study\n                  of Outlier Detection and Robust Regression},\n  journal      = {CoRR},\n  volume       = {abs/2509.15141},\n  year         = {2025},\n  url          = {https://doi.org/10.48550/arXiv.2509.15141},\n  doi          = {10.48550/ARXIV.2509.15141},\n  eprinttype    = {arXiv},\n  eprint       = {2509.15141},\n  timestamp    = {Wed, 22 Oct 2025 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2509-15141.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"demir-dogan-asymptoticstudyofincontextlearningwithrandomtransformersthroughequivalentmodels-2025\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.48550/arXiv.2509.15152\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'demir-dogan-asymptoticstudyofincontextlearningwithrandomtransformersthroughequivalentmodels-2025', 'https://doi.org/10.48550/arXiv.2509.15152', event);\">\n    Asymptotic Study of In-context Learning with Random Transformers through Equivalent Models.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://sametdemir.xyz/dblp\">Demir, S.</a>;  and Dogan, Z.\n</span>\n\n  \n\n</span>\n\n  <i>CoRR</i>, abs/2509.15152.  2025.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.48550/arXiv.2509.15152\"\n     onclick=\"log_download('demir-dogan-asymptoticstudyofincontextlearningwithrandomtransformersthroughequivalentmodels-2025', 'https://doi.org/10.48550/arXiv.2509.15152', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Asymptotic Study of In-context Learning with Random Transformers through Equivalent Models [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.48550/ARXIV.2509.15152\"\n     onclick=\"log_download('demir-dogan-asymptoticstudyofincontextlearningwithrandomtransformersthroughequivalentmodels-2025', 'http://doi.org/10.48550/ARXIV.2509.15152', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/demir-dogan-asymptoticstudyofincontextlearningwithrandomtransformersthroughequivalentmodels-2025\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('demir-dogan-asymptoticstudyofincontextlearningwithrandomtransformersthroughequivalentmodels-2025')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/corr/abs-2509-15152,\n  author       = {Samet Demir and\n                  Zafer Dogan},\n  title        = {Asymptotic Study of In-context Learning with Random Transformers through\n                  Equivalent Models},\n  journal      = {CoRR},\n  volume       = {abs/2509.15152},\n  year         = {2025},\n  url          = {https://doi.org/10.48550/arXiv.2509.15152},\n  doi          = {10.48550/ARXIV.2509.15152},\n  eprinttype    = {arXiv},\n  eprint       = {2509.15152},\n  timestamp    = {Wed, 22 Oct 2025 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2509-15152.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"demir-dogan-howdatamixingshapesincontextlearningasymptoticequivalencefortransformerswithmlps-2025\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.48550/arXiv.2510.25753\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'demir-dogan-howdatamixingshapesincontextlearningasymptoticequivalencefortransformerswithmlps-2025', 'https://doi.org/10.48550/arXiv.2510.25753', event);\">\n    How Data Mixing Shapes In-Context Learning: Asymptotic Equivalence for Transformers with MLPs.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://sametdemir.xyz/dblp\">Demir, S.</a>;  and Dogan, Z.\n</span>\n\n  \n\n</span>\n\n  <i>CoRR</i>, abs/2510.25753.  2025.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.48550/arXiv.2510.25753\"\n     onclick=\"log_download('demir-dogan-howdatamixingshapesincontextlearningasymptoticequivalencefortransformerswithmlps-2025', 'https://doi.org/10.48550/arXiv.2510.25753', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"How Data Mixing Shapes In-Context Learning: Asymptotic Equivalence for Transformers with MLPs [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.48550/ARXIV.2510.25753\"\n     onclick=\"log_download('demir-dogan-howdatamixingshapesincontextlearningasymptoticequivalencefortransformerswithmlps-2025', 'http://doi.org/10.48550/ARXIV.2510.25753', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/demir-dogan-howdatamixingshapesincontextlearningasymptoticequivalencefortransformerswithmlps-2025\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('demir-dogan-howdatamixingshapesincontextlearningasymptoticequivalencefortransformerswithmlps-2025')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/corr/abs-2510-25753,\n  author       = {Samet Demir and\n                  Zafer Dogan},\n  title        = {How Data Mixing Shapes In-Context Learning: Asymptotic Equivalence\n                  for Transformers with MLPs},\n  journal      = {CoRR},\n  volume       = {abs/2510.25753},\n  year         = {2025},\n  url          = {https://doi.org/10.48550/arXiv.2510.25753},\n  doi          = {10.48550/ARXIV.2510.25753},\n  eprinttype    = {arXiv},\n  eprint       = {2510.25753},\n  timestamp    = {Mon, 17 Nov 2025 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2510-25753.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"demir-dogan-optimalattentiontemperatureenhancesincontextlearningunderdistributionshift-2025\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.48550/arXiv.2511.01292\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'demir-dogan-optimalattentiontemperatureenhancesincontextlearningunderdistributionshift-2025', 'https://doi.org/10.48550/arXiv.2511.01292', event);\">\n    Optimal Attention Temperature Enhances In-Context Learning under Distribution Shift.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://sametdemir.xyz/dblp\">Demir, S.</a>;  and Dogan, Z.\n</span>\n\n  \n\n</span>\n\n  <i>CoRR</i>, abs/2511.01292.  2025.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.48550/arXiv.2511.01292\"\n     onclick=\"log_download('demir-dogan-optimalattentiontemperatureenhancesincontextlearningunderdistributionshift-2025', 'https://doi.org/10.48550/arXiv.2511.01292', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Optimal Attention Temperature Enhances In-Context Learning under Distribution Shift [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.48550/ARXIV.2511.01292\"\n     onclick=\"log_download('demir-dogan-optimalattentiontemperatureenhancesincontextlearningunderdistributionshift-2025', 'http://doi.org/10.48550/ARXIV.2511.01292', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/demir-dogan-optimalattentiontemperatureenhancesincontextlearningunderdistributionshift-2025\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('demir-dogan-optimalattentiontemperatureenhancesincontextlearningunderdistributionshift-2025')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/corr/abs-2511-01292,\n  author       = {Samet Demir and\n                  Zafer Dogan},\n  title        = {Optimal Attention Temperature Enhances In-Context Learning under Distribution\n                  Shift},\n  journal      = {CoRR},\n  volume       = {abs/2511.01292},\n  year         = {2025},\n  url          = {https://doi.org/10.48550/arXiv.2511.01292},\n  doi          = {10.48550/ARXIV.2511.01292},\n  eprinttype    = {arXiv},\n  eprint       = {2511.01292},\n  timestamp    = {Fri, 02 Jan 2026 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2511-01292.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"demir-dogan-implicitlynormalizedonlinepcaaregularizedalgorithmwithexacthighdimensionaldynamics-2025\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.48550/arXiv.2512.01231\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'demir-dogan-implicitlynormalizedonlinepcaaregularizedalgorithmwithexacthighdimensionaldynamics-2025', 'https://doi.org/10.48550/arXiv.2512.01231', event);\">\n    Implicitly Normalized Online PCA: A Regularized Algorithm with Exact High-Dimensional Dynamics.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://sametdemir.xyz/dblp\">Demir, S.</a>;  and Dogan, Z.\n</span>\n\n  \n\n</span>\n\n  <i>CoRR</i>, abs/2512.01231.  2025.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.48550/arXiv.2512.01231\"\n     onclick=\"log_download('demir-dogan-implicitlynormalizedonlinepcaaregularizedalgorithmwithexacthighdimensionaldynamics-2025', 'https://doi.org/10.48550/arXiv.2512.01231', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Implicitly Normalized Online PCA: A Regularized Algorithm with Exact High-Dimensional Dynamics [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.48550/ARXIV.2512.01231\"\n     onclick=\"log_download('demir-dogan-implicitlynormalizedonlinepcaaregularizedalgorithmwithexacthighdimensionaldynamics-2025', 'http://doi.org/10.48550/ARXIV.2512.01231', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/demir-dogan-implicitlynormalizedonlinepcaaregularizedalgorithmwithexacthighdimensionaldynamics-2025\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('demir-dogan-implicitlynormalizedonlinepcaaregularizedalgorithmwithexacthighdimensionaldynamics-2025')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/corr/abs-2512-01231,\n  author       = {Samet Demir and\n                  Zafer Dogan},\n  title        = {Implicitly Normalized Online {PCA:} {A} Regularized Algorithm with\n                  Exact High-Dimensional Dynamics},\n  journal      = {CoRR},\n  volume       = {abs/2512.01231},\n  year         = {2025},\n  url          = {https://doi.org/10.48550/arXiv.2512.01231},\n  doi          = {10.48550/ARXIV.2512.01231},\n  eprinttype    = {arXiv},\n  eprint       = {2512.01231},\n  timestamp    = {Mon, 26 Jan 2026 00:00:00 +0100},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2512-01231.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2024\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2024')\"\n      onkeypress=\"toggleGroup('group_2024')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2024</span>\n      <span class=\"bibbase_group_count\">\n        \n        (2)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"demir-dogan-studyinggeneralizationperformanceofrandomfeaturemodelthroughequivalentmodels-2024\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1109/SIU61531.2024.10600866\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'demir-dogan-studyinggeneralizationperformanceofrandomfeaturemodelthroughequivalentmodels-2024', 'https://doi.org/10.1109/SIU61531.2024.10600866', event);\">\n    Studying Generalization Performance of Random Feature Model through Equivalent Models.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://sametdemir.xyz/dblp\">Demir, S.</a>;  and Dogan, Z.\n</span>\n\n  \n\n</span>\n\n  In <i>32nd Signal Processing and Communications Applications Conference, SIU 2024, Mersin, Turkiye, May 15-18, 2024</i>, pages 1–4,  2024. IEEE\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1109/SIU61531.2024.10600866\"\n     onclick=\"log_download('demir-dogan-studyinggeneralizationperformanceofrandomfeaturemodelthroughequivalentmodels-2024', 'https://doi.org/10.1109/SIU61531.2024.10600866', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Studying Generalization Performance of Random Feature Model through Equivalent Models [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1109/SIU61531.2024.10600866\"\n     onclick=\"log_download('demir-dogan-studyinggeneralizationperformanceofrandomfeaturemodelthroughequivalentmodels-2024', 'http://doi.org/10.1109/SIU61531.2024.10600866', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/demir-dogan-studyinggeneralizationperformanceofrandomfeaturemodelthroughequivalentmodels-2024\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('demir-dogan-studyinggeneralizationperformanceofrandomfeaturemodelthroughequivalentmodels-2024')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/siu/DemirD24,\n  author       = {Samet Demir and\n                  Zafer Dogan},\n  title        = {Studying Generalization Performance of Random Feature Model through\n                  Equivalent Models},\n  booktitle    = {32nd Signal Processing and Communications Applications Conference,\n                  {SIU} 2024, Mersin, Turkiye, May 15-18, 2024},\n  pages        = {1--4},\n  publisher    = {{IEEE}},\n  year         = {2024},\n  url          = {https://doi.org/10.1109/SIU61531.2024.10600866},\n  doi          = {10.1109/SIU61531.2024.10600866},\n  timestamp    = {Sun, 06 Oct 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/siu/DemirD24.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"demir-dogan-randomfeaturesoutperformlinearmodelseffectofstronginputlabelcorrelationinspikedcovariancedata-2024\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.48550/arXiv.2409.20250\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'demir-dogan-randomfeaturesoutperformlinearmodelseffectofstronginputlabelcorrelationinspikedcovariancedata-2024', 'https://doi.org/10.48550/arXiv.2409.20250', event);\">\n    Random Features Outperform Linear Models: Effect of Strong Input-Label Correlation in Spiked Covariance Data.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://sametdemir.xyz/dblp\">Demir, S.</a>;  and Dogan, Z.\n</span>\n\n  \n\n</span>\n\n  <i>CoRR</i>, abs/2409.20250.  2024.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.48550/arXiv.2409.20250\"\n     onclick=\"log_download('demir-dogan-randomfeaturesoutperformlinearmodelseffectofstronginputlabelcorrelationinspikedcovariancedata-2024', 'https://doi.org/10.48550/arXiv.2409.20250', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Random Features Outperform Linear Models: Effect of Strong Input-Label Correlation in Spiked Covariance Data [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.48550/ARXIV.2409.20250\"\n     onclick=\"log_download('demir-dogan-randomfeaturesoutperformlinearmodelseffectofstronginputlabelcorrelationinspikedcovariancedata-2024', 'http://doi.org/10.48550/ARXIV.2409.20250', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/demir-dogan-randomfeaturesoutperformlinearmodelseffectofstronginputlabelcorrelationinspikedcovariancedata-2024\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('demir-dogan-randomfeaturesoutperformlinearmodelseffectofstronginputlabelcorrelationinspikedcovariancedata-2024')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/corr/abs-2409-20250,\n  author       = {Samet Demir and\n                  Zafer Dogan},\n  title        = {Random Features Outperform Linear Models: Effect of Strong Input-Label\n                  Correlation in Spiked Covariance Data},\n  journal      = {CoRR},\n  volume       = {abs/2409.20250},\n  year         = {2024},\n  url          = {https://doi.org/10.48550/arXiv.2409.20250},\n  doi          = {10.48550/ARXIV.2409.20250},\n  eprinttype    = {arXiv},\n  eprint       = {2409.20250},\n  timestamp    = {Mon, 21 Oct 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/journals/corr/abs-2409-20250.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2023\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2023')\"\n      onkeypress=\"toggleGroup('group_2023')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2023</span>\n      <span class=\"bibbase_group_count\">\n        \n        (2)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"demir-dogan-optimalnonlinearitiesimprovegeneralizationperformanceofrandomfeatures-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://proceedings.mlr.press/v222/demir24a.html\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'demir-dogan-optimalnonlinearitiesimprovegeneralizationperformanceofrandomfeatures-2023', 'https://proceedings.mlr.press/v222/demir24a.html', event);\">\n    Optimal Nonlinearities Improve Generalization Performance of Random Features.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://sametdemir.xyz/dblp\">Demir, S.</a>;  and Dogan, Z.\n</span>\n\n  \n\n</span>\n\n  In Yanikoglu, B.;  and Buntine, W. L., editor(s), <i>Asian Conference on Machine Learning, ACML 2023, 11-14 November 2023, Istanbul, Turkey</i>, volume 222, of <i>Proceedings of Machine Learning Research</i>, pages 247–262,  2023. PMLR\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://proceedings.mlr.press/v222/demir24a.html\"\n     onclick=\"log_download('demir-dogan-optimalnonlinearitiesimprovegeneralizationperformanceofrandomfeatures-2023', 'https://proceedings.mlr.press/v222/demir24a.html', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Optimal Nonlinearities Improve Generalization Performance of Random Features [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/demir-dogan-optimalnonlinearitiesimprovegeneralizationperformanceofrandomfeatures-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('demir-dogan-optimalnonlinearitiesimprovegeneralizationperformanceofrandomfeatures-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/acml/DemirD23,\n  author       = {Samet Demir and\n                  Zafer Dogan},\n  editor       = {Berrin Yanikoglu and\n                  Wray L. Buntine},\n  title        = {Optimal Nonlinearities Improve Generalization Performance of Random\n                  Features},\n  booktitle    = {Asian Conference on Machine Learning, {ACML} 2023, 11-14 November\n                  2023, Istanbul, Turkey},\n  series       = {Proceedings of Machine Learning Research},\n  volume       = {222},\n  pages        = {247--262},\n  publisher    = {{PMLR}},\n  year         = {2023},\n  url          = {https://proceedings.mlr.press/v222/demir24a.html},\n  timestamp    = {Sun, 06 Oct 2024 01:00:00 +0200},\n  biburl       = {https://dblp.org/rec/conf/acml/DemirD23.bib},\n  bibsource    = {dblp computer science bibliography, https://dblp.org}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"demir-dogan-optimalnonlinearitiesimprovegeneralizationperformanceofrandomfeatures-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.48550/arXiv.2309.16846\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'demir-dogan-optimalnonlinearitiesimprovegeneralizationperformanceofrandomfeatures-2023', 'https://doi.org/10.48550/arXiv.2309.16846', event);\">\n    Optimal Nonlinearities Improve Generalization Performance of Random Features.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://sametdemir.xyz/dblp\">Demir, S.</a>;  and Dogan, Z.\n</span>\n\n  \n\n</span>\n\n  <i>CoRR</i>, abs/2309.16846.  2023.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.48550/arXiv.2309.16846\"\n     onclick=\"log_download('demir-dogan-optimalnonlinearitiesimprovegeneralizationperformanceofrandomfeatures-2023', 'https://doi.org/10.48550/arXiv.2309.16846', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Optimal Nonlinearities Improve Generalization Performance of Random Features [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.48550/ARXIV.2309.16846\"\n     onclick=\"log_download('demir-dogan-optimalnonlinearitiesimprovegeneralizationperformanceofrandomfeatures-2023', 'http://doi.org/10.48550/ARXIV.2309.16846', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/demir-dogan-optimalnonlinearitiesimprovegeneralizationperformanceofrandomfeatures-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('demir-dogan-optimalnonlinearitiesimprovegeneralizationperformanceofrandomfeatures-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@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</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2020\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2020')\"\n      onkeypress=\"toggleGroup('group_2020')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2020</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"demir-eniser-sen-deepsmartfuzzerrewardguidedtestgenerationfordeeplearning-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://ceur-ws.org/Vol-2640/paper\\_19.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'demir-eniser-sen-deepsmartfuzzerrewardguidedtestgenerationfordeeplearning-2020', 'https://ceur-ws.org/Vol-2640/paper\\_19.pdf', event);\">\n    DeepSmartFuzzer: Reward Guided Test Generation For Deep Learning.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://sametdemir.xyz/dblp\">Demir, S.</a>; Eniser, H. F.;  and Sen, A.\n</span>\n\n  \n\n</span>\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), <i>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</i>, volume 2640, of <i>CEUR Workshop Proceedings</i>,  2020. CEUR-WS.org\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://ceur-ws.org/Vol-2640/paper\\_19.pdf\"\n     onclick=\"log_download('demir-eniser-sen-deepsmartfuzzerrewardguidedtestgenerationfordeeplearning-2020', 'https://ceur-ws.org/Vol-2640/paper\\_19.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"DeepSmartFuzzer: Reward Guided Test Generation For Deep Learning [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/demir-eniser-sen-deepsmartfuzzerrewardguidedtestgenerationfordeeplearning-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('demir-eniser-sen-deepsmartfuzzerrewardguidedtestgenerationfordeeplearning-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{DBLP:conf/ijcai/DemirE020,\n  author       = {Samet Demir and\n                  Hasan Ferit Eniser and\n                  Alper Sen},\n  editor       = {Hu{\\&#x27;{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{\\&#x27;{e}} Hern{\\&#x27;{a}}ndez{-}Orallo and\n                  Se{\\&#x27;{a}}n {\\&#x27;{O}} h{\\&#x27;{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</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2019\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2019')\"\n      onkeypress=\"toggleGroup('group_2019')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2019</span>\n      <span class=\"bibbase_group_count\">\n        \n        (2)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"demir-eniser-sen-deepsmartfuzzerrewardguidedtestgenerationfordeeplearning-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://arxiv.org/abs/1911.10621\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'demir-eniser-sen-deepsmartfuzzerrewardguidedtestgenerationfordeeplearning-2019', 'http://arxiv.org/abs/1911.10621', event);\">\n    DeepSmartFuzzer: Reward Guided Test Generation For Deep Learning.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://sametdemir.xyz/dblp\">Demir, S.</a>; Eniser, H. F.;  and Sen, A.\n</span>\n\n  \n\n</span>\n\n  <i>CoRR</i>, abs/1911.10621.  2019.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://arxiv.org/abs/1911.10621\"\n     onclick=\"log_download('demir-eniser-sen-deepsmartfuzzerrewardguidedtestgenerationfordeeplearning-2019', 'http://arxiv.org/abs/1911.10621', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"DeepSmartFuzzer: Reward Guided Test Generation For Deep Learning [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/demir-eniser-sen-deepsmartfuzzerrewardguidedtestgenerationfordeeplearning-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('demir-eniser-sen-deepsmartfuzzerrewardguidedtestgenerationfordeeplearning-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@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</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"demir-mutlu-zdemir-neuralacademicpapergeneration-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://arxiv.org/abs/1912.01982\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'demir-mutlu-zdemir-neuralacademicpapergeneration-2019', 'http://arxiv.org/abs/1912.01982', event);\">\n    Neural Academic Paper Generation.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://sametdemir.xyz/dblp\">Demir, S.</a>; Mutlu, U.;  and Özdemir, Ö.\n</span>\n\n  \n\n</span>\n\n  <i>CoRR</i>, abs/1912.01982.  2019.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://arxiv.org/abs/1912.01982\"\n     onclick=\"log_download('demir-mutlu-zdemir-neuralacademicpapergeneration-2019', 'http://arxiv.org/abs/1912.01982', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Neural Academic Paper Generation [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/demir-mutlu-zdemir-neuralacademicpapergeneration-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('demir-mutlu-zdemir-neuralacademicpapergeneration-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{DBLP:journals/corr/abs-1912-01982,\n  author       = {Samet Demir and\n                  Uras Mutlu and\n                  {\\&quot;{O}}zg{\\&quot;{u}}r {\\&quot;{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</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n\n\n\n  </div>\n\n\n  <!-- Modal -->\n\n  <!-- <iframe id=\"bibbase_network_frame\" -->\n  <!--         src=\"//bibbase.org/network/control\" -->\n  <!--         style=\"display: none;\"> -->\n  <!-- </iframe> -->\n\n</div>\n"}; document.write(bibbase_data.data);