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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/publications\">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  &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-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/publications\">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/publications\">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/publications\">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  &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-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/publications\">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  &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-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/publications\">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  &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-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"}; 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