BibTeX records: Ankur Taly

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@article{DBLP:journals/corr/abs-2402-08096,
  author       = {Andrew Bai and
                  Chih{-}Kuan Yeh and
                  Cho{-}Jui Hsieh and
                  Ankur Taly},
  title        = {Which Pretrain Samples to Rehearse when Finetuning Pretrained Models?},
  journal      = {CoRR},
  volume       = {abs/2402.08096},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2402.08096},
  doi          = {10.48550/ARXIV.2402.08096},
  eprinttype    = {arXiv},
  eprint       = {2402.08096},
  timestamp    = {Mon, 19 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2402-08096.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ftsec/BarrettBBCCCCCDFFHHJKKMMRSSTY23,
  author       = {Clark W. Barrett and
                  Brad Boyd and
                  Elie Bursztein and
                  Nicholas Carlini and
                  Brad Chen and
                  Jihye Choi and
                  Amrita Roy Chowdhury and
                  Mihai Christodorescu and
                  Anupam Datta and
                  Soheil Feizi and
                  Kathleen Fisher and
                  Tatsunori Hashimoto and
                  Dan Hendrycks and
                  Somesh Jha and
                  Daniel Kang and
                  Florian Kerschbaum and
                  Eric Mitchell and
                  John C. Mitchell and
                  Zulfikar Ramzan and
                  Khawaja Shams and
                  Dawn Song and
                  Ankur Taly and
                  Diyi Yang},
  title        = {Identifying and Mitigating the Security Risks of Generative {AI}},
  journal      = {Found. Trends Priv. Secur.},
  volume       = {6},
  number       = {1},
  pages        = {1--52},
  year         = {2023},
  url          = {https://doi.org/10.1561/3300000041},
  doi          = {10.1561/3300000041},
  timestamp    = {Sun, 24 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ftsec/BarrettBBCCCCCDFFHHJKKMMRSSTY23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-14840,
  author       = {Clark W. Barrett and
                  Brad Boyd and
                  Ellie Burzstein and
                  Nicholas Carlini and
                  Brad Chen and
                  Jihye Choi and
                  Amrita Roy Chowdhury and
                  Mihai Christodorescu and
                  Anupam Datta and
                  Soheil Feizi and
                  Kathleen Fisher and
                  Tatsunori Hashimoto and
                  Dan Hendrycks and
                  Somesh Jha and
                  Daniel Kang and
                  Florian Kerschbaum and
                  Eric Mitchell and
                  John C. Mitchell and
                  Zulfikar Ramzan and
                  Khawaja Shams and
                  Dawn Song and
                  Ankur Taly and
                  Diyi Yang},
  title        = {Identifying and Mitigating the Security Risks of Generative {AI}},
  journal      = {CoRR},
  volume       = {abs/2308.14840},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2308.14840},
  doi          = {10.48550/ARXIV.2308.14840},
  eprinttype    = {arXiv},
  eprint       = {2308.14840},
  timestamp    = {Mon, 04 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2308-14840.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mima/WatsonGTF22,
  author       = {David S. Watson and
                  Limor Gultchin and
                  Ankur Taly and
                  Luciano Floridi},
  title        = {Local Explanations via Necessity and Sufficiency: Unifying Theory
                  and Practice},
  journal      = {Minds Mach.},
  volume       = {32},
  number       = {1},
  pages        = {185--218},
  year         = {2022},
  url          = {https://doi.org/10.1007/s11023-022-09598-7},
  doi          = {10.1007/S11023-022-09598-7},
  timestamp    = {Fri, 29 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/mima/WatsonGTF22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YehTSLR22,
  author       = {Chih{-}Kuan Yeh and
                  Ankur Taly and
                  Mukund Sundararajan and
                  Frederick Liu and
                  Pradeep Ravikumar},
  editor       = {Sanmi Koyejo and
                  S. Mohamed and
                  A. Agarwal and
                  Danielle Belgrave and
                  K. Cho and
                  A. Oh},
  title        = {First is Better Than Last for Language Data Influence},
  booktitle    = {Advances in Neural Information Processing Systems 35: Annual Conference
                  on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
                  LA, USA, November 28 - December 9, 2022},
  year         = {2022},
  url          = {http://papers.nips.cc/paper\_files/paper/2022/hash/d07022783ff6f7bf7a288c207b7dcbd1-Abstract-Conference.html},
  timestamp    = {Mon, 08 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/YehTSLR22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-11844,
  author       = {Chih{-}Kuan Yeh and
                  Ankur Taly and
                  Mukund Sundararajan and
                  Frederick Liu and
                  Pradeep Ravikumar},
  title        = {First is Better Than Last for Training Data Influence},
  journal      = {CoRR},
  volume       = {abs/2202.11844},
  year         = {2022},
  url          = {https://arxiv.org/abs/2202.11844},
  eprinttype    = {arXiv},
  eprint       = {2202.11844},
  timestamp    = {Wed, 02 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2202-11844.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-02107,
  author       = {Aya Abdelsalam Ismail and
                  Sercan {\"{O}}. Arik and
                  Jinsung Yoon and
                  Ankur Taly and
                  Soheil Feizi and
                  Tomas Pfister},
  title        = {Interpretable Mixture of Experts for Structured Data},
  journal      = {CoRR},
  volume       = {abs/2206.02107},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2206.02107},
  doi          = {10.48550/ARXIV.2206.02107},
  eprinttype    = {arXiv},
  eprint       = {2206.02107},
  timestamp    = {Mon, 13 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2206-02107.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/WatsonGTF21,
  author       = {David S. Watson and
                  Limor Gultchin and
                  Ankur Taly and
                  Luciano Floridi},
  editor       = {Cassio P. de Campos and
                  Marloes H. Maathuis and
                  Erik Quaeghebeur},
  title        = {Local explanations via necessity and sufficiency: unifying theory
                  and practice},
  booktitle    = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
                  Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
  series       = {Proceedings of Machine Learning Research},
  volume       = {161},
  pages        = {1382--1392},
  publisher    = {{AUAI} Press},
  year         = {2021},
  url          = {https://proceedings.mlr.press/v161/watson21a.html},
  timestamp    = {Fri, 17 Dec 2021 17:06:27 +0100},
  biburl       = {https://dblp.org/rec/conf/uai/WatsonGTF21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-14651,
  author       = {David S. Watson and
                  Limor Gultchin and
                  Ankur Taly and
                  Luciano Floridi},
  title        = {Local Explanations via Necessity and Sufficiency: Unifying Theory
                  and Practice},
  journal      = {CoRR},
  volume       = {abs/2103.14651},
  year         = {2021},
  url          = {https://arxiv.org/abs/2103.14651},
  eprinttype    = {arXiv},
  eprint       = {2103.14651},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2103-14651.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-14976,
  author       = {Ana Lucic and
                  Madhulika Srikumar and
                  Umang Bhatt and
                  Alice Xiang and
                  Ankur Taly and
                  Q. Vera Liao and
                  Maarten de Rijke},
  title        = {A Multistakeholder Approach Towards Evaluating {AI} Transparency Mechanisms},
  journal      = {CoRR},
  volume       = {abs/2103.14976},
  year         = {2021},
  url          = {https://arxiv.org/abs/2103.14976},
  eprinttype    = {arXiv},
  eprint       = {2103.14976},
  timestamp    = {Wed, 07 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2103-14976.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/MerrickT20,
  author       = {Luke Merrick and
                  Ankur Taly},
  editor       = {Andreas Holzinger and
                  Peter Kieseberg and
                  A Min Tjoa and
                  Edgar R. Weippl},
  title        = {The Explanation Game: Explaining Machine Learning Models Using Shapley
                  Values},
  booktitle    = {Machine Learning and Knowledge Extraction - 4th {IFIP} {TC} 5, {TC}
                  12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference,
                  {CD-MAKE} 2020, Dublin, Ireland, August 25-28, 2020, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {12279},
  pages        = {17--38},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-57321-8\_2},
  doi          = {10.1007/978-3-030-57321-8\_2},
  timestamp    = {Thu, 20 Aug 2020 13:51:47 +0200},
  biburl       = {https://dblp.org/rec/conf/cdmake/MerrickT20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/BhattXSWTJGPME20,
  author       = {Umang Bhatt and
                  Alice Xiang and
                  Shubham Sharma and
                  Adrian Weller and
                  Ankur Taly and
                  Yunhan Jia and
                  Joydeep Ghosh and
                  Ruchir Puri and
                  Jos{\'{e}} M. F. Moura and
                  Peter Eckersley},
  editor       = {Mireille Hildebrandt and
                  Carlos Castillo and
                  L. Elisa Celis and
                  Salvatore Ruggieri and
                  Linnet Taylor and
                  Gabriela Zanfir{-}Fortuna},
  title        = {Explainable machine learning in deployment},
  booktitle    = {FAT* '20: Conference on Fairness, Accountability, and Transparency,
                  Barcelona, Spain, January 27-30, 2020},
  pages        = {648--657},
  publisher    = {{ACM}},
  year         = {2020},
  url          = {https://doi.org/10.1145/3351095.3375624},
  doi          = {10.1145/3351095.3375624},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/fat/BhattXSWTJGPME20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/GadeGKMT20,
  author       = {Krishna Gade and
                  Sahin Cem Geyik and
                  Krishnaram Kenthapadi and
                  Varun Mithal and
                  Ankur Taly},
  editor       = {Mireille Hildebrandt and
                  Carlos Castillo and
                  L. Elisa Celis and
                  Salvatore Ruggieri and
                  Linnet Taylor and
                  Gabriela Zanfir{-}Fortuna},
  title        = {Explainable {AI} in industry: practical challenges and lessons learned:
                  implications tutorial},
  booktitle    = {FAT* '20: Conference on Fairness, Accountability, and Transparency,
                  Barcelona, Spain, January 27-30, 2020},
  pages        = {699},
  publisher    = {{ACM}},
  year         = {2020},
  url          = {https://doi.org/10.1145/3351095.3375664},
  doi          = {10.1145/3351095.3375664},
  timestamp    = {Thu, 26 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/fat/GadeGKMT20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/GadeGKMT20,
  author       = {Krishna Gade and
                  Sahin Cem Geyik and
                  Krishnaram Kenthapadi and
                  Varun Mithal and
                  Ankur Taly},
  editor       = {Amal El Fallah Seghrouchni and
                  Gita Sukthankar and
                  Tie{-}Yan Liu and
                  Maarten van Steen},
  title        = {Explainable {AI} in Industry: Practical Challenges and Lessons Learned},
  booktitle    = {Companion of The 2020 Web Conference 2020, Taipei, Taiwan, April 20-24,
                  2020},
  pages        = {303--304},
  publisher    = {{ACM} / {IW3C2}},
  year         = {2020},
  url          = {https://doi.org/10.1145/3366424.3383110},
  doi          = {10.1145/3366424.3383110},
  timestamp    = {Fri, 25 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/www/GadeGKMT20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aies/GargPLTCB19,
  author       = {Sahaj Garg and
                  Vincent Perot and
                  Nicole Limtiaco and
                  Ankur Taly and
                  Ed H. Chi and
                  Alex Beutel},
  editor       = {Vincent Conitzer and
                  Gillian K. Hadfield and
                  Shannon Vallor},
  title        = {Counterfactual Fairness in Text Classification through Robustness},
  booktitle    = {Proceedings of the 2019 {AAAI/ACM} Conference on AI, Ethics, and Society,
                  {AIES} 2019, Honolulu, HI, USA, January 27-28, 2019},
  pages        = {219--226},
  publisher    = {{ACM}},
  year         = {2019},
  url          = {https://doi.org/10.1145/3306618.3317950},
  doi          = {10.1145/3306618.3317950},
  timestamp    = {Thu, 11 Jul 2019 09:23:07 +0200},
  biburl       = {https://dblp.org/rec/conf/aies/GargPLTCB19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iui/SundararajanXTS19,
  author       = {Mukund Sundararajan and
                  Jinhua Xu and
                  Ankur Taly and
                  Rory Sayres and
                  Amir Najmi},
  editor       = {Christoph Trattner and
                  Denis Parra and
                  Nathalie Riche},
  title        = {Exploring Principled Visualizations for Deep Network Attributions},
  booktitle    = {Joint Proceedings of the {ACM} {IUI} 2019 Workshops co-located with
                  the 24th {ACM} Conference on Intelligent User Interfaces {(ACM} {IUI}
                  2019), Los Angeles, USA, March 20, 2019},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {2327},
  publisher    = {CEUR-WS.org},
  year         = {2019},
  url          = {https://ceur-ws.org/Vol-2327/IUI19WS-ExSS2019-16.pdf},
  timestamp    = {Fri, 10 Mar 2023 16:23:10 +0100},
  biburl       = {https://dblp.org/rec/conf/iui/SundararajanXTS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kbse/GopinathCPT19,
  author       = {Divya Gopinath and
                  Hayes Converse and
                  Corina S. Pasareanu and
                  Ankur Taly},
  title        = {Property Inference for Deep Neural Networks},
  booktitle    = {34th {IEEE/ACM} International Conference on Automated Software Engineering,
                  {ASE} 2019, San Diego, CA, USA, November 11-15, 2019},
  pages        = {797--809},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/ASE.2019.00079},
  doi          = {10.1109/ASE.2019.00079},
  timestamp    = {Sun, 19 Jan 2020 15:18:02 +0100},
  biburl       = {https://dblp.org/rec/conf/kbse/GopinathCPT19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/GadeGKMT19,
  author       = {Krishna Gade and
                  Sahin Cem Geyik and
                  Krishnaram Kenthapadi and
                  Varun Mithal and
                  Ankur Taly},
  editor       = {Ankur Teredesai and
                  Vipin Kumar and
                  Ying Li and
                  R{\'{o}}mer Rosales and
                  Evimaria Terzi and
                  George Karypis},
  title        = {Explainable {AI} in Industry},
  booktitle    = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
                  Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
                  USA, August 4-8, 2019},
  pages        = {3203--3204},
  publisher    = {{ACM}},
  year         = {2019},
  url          = {https://doi.org/10.1145/3292500.3332281},
  doi          = {10.1145/3292500.3332281},
  timestamp    = {Tue, 16 Aug 2022 23:04:27 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/GadeGKMT19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-13215,
  author       = {Divya Gopinath and
                  Ankur Taly and
                  Hayes Converse and
                  Corina S. Pasareanu},
  title        = {Finding Invariants in Deep Neural Networks},
  journal      = {CoRR},
  volume       = {abs/1904.13215},
  year         = {2019},
  url          = {http://arxiv.org/abs/1904.13215},
  eprinttype    = {arXiv},
  eprint       = {1904.13215},
  timestamp    = {Thu, 02 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1904-13215.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-06342,
  author       = {Umang Bhatt and
                  Alice Xiang and
                  Shubham Sharma and
                  Adrian Weller and
                  Ankur Taly and
                  Yunhan Jia and
                  Joydeep Ghosh and
                  Ruchir Puri and
                  Jos{\'{e}} M. F. Moura and
                  Peter Eckersley},
  title        = {Explainable Machine Learning in Deployment},
  journal      = {CoRR},
  volume       = {abs/1909.06342},
  year         = {2019},
  url          = {http://arxiv.org/abs/1909.06342},
  eprinttype    = {arXiv},
  eprint       = {1909.06342},
  timestamp    = {Thu, 14 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1909-06342.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-08128,
  author       = {Luke Merrick and
                  Ankur Taly},
  title        = {The Explanation Game: Explaining Machine Learning Models with Cooperative
                  Game Theory},
  journal      = {CoRR},
  volume       = {abs/1909.08128},
  year         = {2019},
  url          = {http://arxiv.org/abs/1909.08128},
  eprinttype    = {arXiv},
  eprint       = {1909.08128},
  timestamp    = {Tue, 24 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1909-08128.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/MudrakartaTSD18,
  author       = {Pramod Kaushik Mudrakarta and
                  Ankur Taly and
                  Mukund Sundararajan and
                  Kedar Dhamdhere},
  editor       = {Iryna Gurevych and
                  Yusuke Miyao},
  title        = {Did the Model Understand the Question?},
  booktitle    = {Proceedings of the 56th Annual Meeting of the Association for Computational
                  Linguistics, {ACL} 2018, Melbourne, Australia, July 15-20, 2018, Volume
                  1: Long Papers},
  pages        = {1896--1906},
  publisher    = {Association for Computational Linguistics},
  year         = {2018},
  url          = {https://aclanthology.org/P18-1176/},
  doi          = {10.18653/V1/P18-1176},
  timestamp    = {Fri, 06 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/MudrakartaTSD18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-04579,
  author       = {Pramod Kaushik Mudrakarta and
                  Ankur Taly and
                  Mukund Sundararajan and
                  Kedar Dhamdhere},
  title        = {It was the training data pruning too!},
  journal      = {CoRR},
  volume       = {abs/1803.04579},
  year         = {2018},
  url          = {http://arxiv.org/abs/1803.04579},
  eprinttype    = {arXiv},
  eprint       = {1803.04579},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1803-04579.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-05492,
  author       = {Pramod Kaushik Mudrakarta and
                  Ankur Taly and
                  Mukund Sundararajan and
                  Kedar Dhamdhere},
  title        = {Did the Model Understand the Question?},
  journal      = {CoRR},
  volume       = {abs/1805.05492},
  year         = {2018},
  url          = {http://arxiv.org/abs/1805.05492},
  eprinttype    = {arXiv},
  eprint       = {1805.05492},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1805-05492.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-04205,
  author       = {Mukund Sundararajan and
                  Ankur Taly},
  title        = {A Note about: Local Explanation Methods for Deep Neural Networks lack
                  Sensitivity to Parameter Values},
  journal      = {CoRR},
  volume       = {abs/1806.04205},
  year         = {2018},
  url          = {http://arxiv.org/abs/1806.04205},
  eprinttype    = {arXiv},
  eprint       = {1806.04205},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1806-04205.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-10610,
  author       = {Sahaj Garg and
                  Vincent Perot and
                  Nicole Limtiaco and
                  Ankur Taly and
                  Ed H. Chi and
                  Alex Beutel},
  title        = {Counterfactual Fairness in Text Classification through Robustness},
  journal      = {CoRR},
  volume       = {abs/1809.10610},
  year         = {2018},
  url          = {http://arxiv.org/abs/1809.10610},
  eprinttype    = {arXiv},
  eprint       = {1809.10610},
  timestamp    = {Fri, 05 Oct 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1809-10610.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-11310,
  author       = {Kevin McCloskey and
                  Ankur Taly and
                  Federico Monti and
                  Michael P. Brenner and
                  Lucy J. Colwell},
  title        = {Using Attribution to Decode Dataset Bias in Neural Network Models
                  for Chemistry},
  journal      = {CoRR},
  volume       = {abs/1811.11310},
  year         = {2018},
  url          = {http://arxiv.org/abs/1811.11310},
  eprinttype    = {arXiv},
  eprint       = {1811.11310},
  timestamp    = {Fri, 30 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1811-11310.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SundararajanTY17,
  author       = {Mukund Sundararajan and
                  Ankur Taly and
                  Qiqi Yan},
  editor       = {Doina Precup and
                  Yee Whye Teh},
  title        = {Axiomatic Attribution for Deep Networks},
  booktitle    = {Proceedings of the 34th International Conference on Machine Learning,
                  {ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
  series       = {Proceedings of Machine Learning Research},
  volume       = {70},
  pages        = {3319--3328},
  publisher    = {{PMLR}},
  year         = {2017},
  url          = {http://proceedings.mlr.press/v70/sundararajan17a.html},
  timestamp    = {Wed, 29 May 2019 08:41:45 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/SundararajanTY17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SundararajanTY17,
  author       = {Mukund Sundararajan and
                  Ankur Taly and
                  Qiqi Yan},
  title        = {Axiomatic Attribution for Deep Networks},
  journal      = {CoRR},
  volume       = {abs/1703.01365},
  year         = {2017},
  url          = {http://arxiv.org/abs/1703.01365},
  eprinttype    = {arXiv},
  eprint       = {1703.01365},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/SundararajanTY17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-03036,
  author       = {Kedar Dhamdhere and
                  Kevin S. McCurley and
                  Mukund Sundararajan and
                  Ankur Taly},
  title        = {Abductive Matching in Question Answering},
  journal      = {CoRR},
  volume       = {abs/1709.03036},
  year         = {2017},
  url          = {http://arxiv.org/abs/1709.03036},
  eprinttype    = {arXiv},
  eprint       = {1709.03036},
  timestamp    = {Sat, 23 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1709-03036.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esorics/WuTSB16,
  author       = {David J. Wu and
                  Ankur Taly and
                  Asim Shankar and
                  Dan Boneh},
  editor       = {Ioannis G. Askoxylakis and
                  Sotiris Ioannidis and
                  Sokratis K. Katsikas and
                  Catherine Meadows},
  title        = {Privacy, Discovery, and Authentication for the Internet of Things},
  booktitle    = {Computer Security - {ESORICS} 2016 - 21st European Symposium on Research
                  in Computer Security, Heraklion, Greece, September 26-30, 2016, Proceedings,
                  Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {9879},
  pages        = {301--319},
  publisher    = {Springer},
  year         = {2016},
  url          = {https://doi.org/10.1007/978-3-319-45741-3\_16},
  doi          = {10.1007/978-3-319-45741-3\_16},
  timestamp    = {Tue, 19 Sep 2023 14:44:32 +0200},
  biburl       = {https://dblp.org/rec/conf/esorics/WuTSB16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fosad/TalyS16,
  author       = {Ankur Taly and
                  Asim Shankar},
  editor       = {Alessandro Aldini and
                  Javier L{\'{o}}pez and
                  Fabio Martinelli},
  title        = {Distributed Authorization in Vanadium},
  booktitle    = {Foundations of Security Analysis and Design {VIII} - {FOSAD} 2014/2015/2016
                  Tutorial Lectures},
  series       = {Lecture Notes in Computer Science},
  volume       = {9808},
  pages        = {139--162},
  publisher    = {Springer},
  year         = {2016},
  url          = {https://doi.org/10.1007/978-3-319-43005-8\_4},
  doi          = {10.1007/978-3-319-43005-8\_4},
  timestamp    = {Thu, 29 Aug 2019 08:10:01 +0200},
  biburl       = {https://dblp.org/rec/conf/fosad/TalyS16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WuTSB16,
  author       = {David J. Wu and
                  Ankur Taly and
                  Asim Shankar and
                  Dan Boneh},
  title        = {Privacy, Discovery, and Authentication for the Internet of Things},
  journal      = {CoRR},
  volume       = {abs/1604.06959},
  year         = {2016},
  url          = {http://arxiv.org/abs/1604.06959},
  eprinttype    = {arXiv},
  eprint       = {1604.06959},
  timestamp    = {Sun, 11 Sep 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/WuTSB16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TalyS16,
  author       = {Ankur Taly and
                  Asim Shankar},
  title        = {Distributed Authorization in Vanadium},
  journal      = {CoRR},
  volume       = {abs/1607.02192},
  year         = {2016},
  url          = {http://arxiv.org/abs/1607.02192},
  eprinttype    = {arXiv},
  eprint       = {1607.02192},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/TalyS16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SundararajanTY16,
  author       = {Mukund Sundararajan and
                  Ankur Taly and
                  Qiqi Yan},
  title        = {Gradients of Counterfactuals},
  journal      = {CoRR},
  volume       = {abs/1611.02639},
  year         = {2016},
  url          = {http://arxiv.org/abs/1611.02639},
  eprinttype    = {arXiv},
  eprint       = {1611.02639},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/SundararajanTY16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/birthday/AbadiBPSST15,
  author       = {Mart{\'{\i}}n Abadi and
                  Mike Burrows and
                  Himabindu Pucha and
                  Adam Sadovsky and
                  Asim Shankar and
                  Ankur Taly},
  editor       = {Chiara Bodei and
                  Gian{-}Luigi Ferrari and
                  Corrado Priami},
  title        = {Distributed Authorization with Distributed Grammars},
  booktitle    = {Programming Languages with Applications to Biology and Security -
                  Essays Dedicated to Pierpaolo Degano on the Occasion of His 65th Birthday},
  series       = {Lecture Notes in Computer Science},
  volume       = {9465},
  pages        = {10--26},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-319-25527-9\_3},
  doi          = {10.1007/978-3-319-25527-9\_3},
  timestamp    = {Fri, 23 Jun 2023 22:30:53 +0200},
  biburl       = {https://dblp.org/rec/conf/birthday/AbadiBPSST15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ndss/BirgissonPETVL14,
  author       = {Arnar Birgisson and
                  Joe Gibbs Politz and
                  {\'{U}}lfar Erlingsson and
                  Ankur Taly and
                  Michael Vrable and
                  Mark Lentczner},
  title        = {Macaroons: Cookies with Contextual Caveats for Decentralized Authorization
                  in the Cloud},
  booktitle    = {21st Annual Network and Distributed System Security Symposium, {NDSS}
                  2014, San Diego, California, USA, February 23-26, 2014},
  publisher    = {The Internet Society},
  year         = {2014},
  url          = {https://www.ndss-symposium.org/ndss2014/macaroons-cookies-contextual-caveats-decentralized-authorization-cloud},
  timestamp    = {Mon, 01 Feb 2021 08:42:18 +0100},
  biburl       = {https://dblp.org/rec/conf/ndss/BirgissonPETVL14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/us/Taly13,
  author       = {Ankur Taly},
  title        = {Sandboxing untrusted JavaScript},
  school       = {Stanford University, {USA}},
  year         = {2013},
  url          = {https://searchworks.stanford.edu/view/10163857},
  timestamp    = {Fri, 02 Sep 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/phd/us/Taly13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pldi/GodefroidT12,
  author       = {Patrice Godefroid and
                  Ankur Taly},
  editor       = {Jan Vitek and
                  Haibo Lin and
                  Frank Tip},
  title        = {Automated synthesis of symbolic instruction encodings from {I/O} samples},
  booktitle    = {{ACM} {SIGPLAN} Conference on Programming Language Design and Implementation,
                  {PLDI} '12, Beijing, China - June 11 - 16, 2012},
  pages        = {441--452},
  publisher    = {{ACM}},
  year         = {2012},
  url          = {https://doi.org/10.1145/2254064.2254116},
  doi          = {10.1145/2254064.2254116},
  timestamp    = {Thu, 24 Jun 2021 16:19:30 +0200},
  biburl       = {https://dblp.org/rec/conf/pldi/GodefroidT12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sttt/TalyGT11,
  author       = {Ankur Taly and
                  Sumit Gulwani and
                  Ashish Tiwari},
  title        = {Synthesizing switching logic using constraint solving},
  journal      = {Int. J. Softw. Tools Technol. Transf.},
  volume       = {13},
  number       = {6},
  pages        = {519--535},
  year         = {2011},
  url          = {https://doi.org/10.1007/s10009-010-0172-8},
  doi          = {10.1007/S10009-010-0172-8},
  timestamp    = {Thu, 02 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/sttt/TalyGT11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sp/TalyEMMN11,
  author       = {Ankur Taly and
                  {\'{U}}lfar Erlingsson and
                  John C. Mitchell and
                  Mark S. Miller and
                  Jasvir Nagra},
  title        = {Automated Analysis of Security-Critical JavaScript APIs},
  booktitle    = {32nd {IEEE} Symposium on Security and Privacy, {SP} 2011, 22-25 May
                  2011, Berkeley, California, {USA}},
  pages        = {363--378},
  publisher    = {{IEEE} Computer Society},
  year         = {2011},
  url          = {https://doi.org/10.1109/SP.2011.39},
  doi          = {10.1109/SP.2011.39},
  timestamp    = {Thu, 21 Sep 2023 16:14:16 +0200},
  biburl       = {https://dblp.org/rec/conf/sp/TalyEMMN11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emsoft/TalyT10,
  author       = {Ankur Taly and
                  Ashish Tiwari},
  editor       = {Luca P. Carloni and
                  Stavros Tripakis},
  title        = {Switching logic synthesis for reachability},
  booktitle    = {Proceedings of the 10th International conference on Embedded software,
                  {EMSOFT} 2010, Scottsdale, Arizona, USA, October 24-29, 2010},
  pages        = {19--28},
  publisher    = {{ACM}},
  year         = {2010},
  url          = {https://doi.org/10.1145/1879021.1879025},
  doi          = {10.1145/1879021.1879025},
  timestamp    = {Wed, 06 Nov 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/emsoft/TalyT10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sp/MaffeisMT10,
  author       = {Sergio Maffeis and
                  John C. Mitchell and
                  Ankur Taly},
  title        = {Object Capabilities and Isolation of Untrusted Web Applications},
  booktitle    = {31st {IEEE} Symposium on Security and Privacy, {SP} 2010, 16-19 May
                  2010, Berleley/Oakland, California, {USA}},
  pages        = {125--140},
  publisher    = {{IEEE} Computer Society},
  year         = {2010},
  url          = {https://doi.org/10.1109/SP.2010.16},
  doi          = {10.1109/SP.2010.16},
  timestamp    = {Thu, 21 Sep 2023 16:14:16 +0200},
  biburl       = {https://dblp.org/rec/conf/sp/MaffeisMT10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/csfw/MaffeisT09,
  author       = {Sergio Maffeis and
                  Ankur Taly},
  title        = {Language-Based Isolation of Untrusted JavaScript},
  booktitle    = {Proceedings of the 22nd {IEEE} Computer Security Foundations Symposium,
                  {CSF} 2009, Port Jefferson, New York, USA, July 8-10, 2009},
  pages        = {77--91},
  publisher    = {{IEEE} Computer Society},
  year         = {2009},
  url          = {https://doi.org/10.1109/CSF.2009.11},
  doi          = {10.1109/CSF.2009.11},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/csfw/MaffeisT09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esorics/MaffeisMT09,
  author       = {Sergio Maffeis and
                  John C. Mitchell and
                  Ankur Taly},
  editor       = {Michael Backes and
                  Peng Ning},
  title        = {Isolating JavaScript with Filters, Rewriting, and Wrappers},
  booktitle    = {Computer Security - {ESORICS} 2009, 14th European Symposium on Research
                  in Computer Security, Saint-Malo, France, September 21-23, 2009. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {5789},
  pages        = {505--522},
  publisher    = {Springer},
  year         = {2009},
  url          = {https://doi.org/10.1007/978-3-642-04444-1\_31},
  doi          = {10.1007/978-3-642-04444-1\_31},
  timestamp    = {Sun, 12 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/esorics/MaffeisMT09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fsttcs/TalyT09,
  author       = {Ankur Taly and
                  Ashish Tiwari},
  editor       = {Ravi Kannan and
                  K. Narayan Kumar},
  title        = {Deductive Verification of Continuous Dynamical Systems},
  booktitle    = {{IARCS} Annual Conference on Foundations of Software Technology and
                  Theoretical Computer Science, {FSTTCS} 2009, December 15-17, 2009,
                  {IIT} Kanpur, India},
  series       = {LIPIcs},
  volume       = {4},
  pages        = {383--394},
  publisher    = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik},
  year         = {2009},
  url          = {https://doi.org/10.4230/LIPIcs.FSTTCS.2009.2334},
  doi          = {10.4230/LIPICS.FSTTCS.2009.2334},
  timestamp    = {Tue, 11 Feb 2020 15:52:14 +0100},
  biburl       = {https://dblp.org/rec/conf/fsttcs/TalyT09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vmcai/TalyGT09,
  author       = {Ankur Taly and
                  Sumit Gulwani and
                  Ashish Tiwari},
  editor       = {Neil D. Jones and
                  Markus M{\"{u}}ller{-}Olm},
  title        = {Synthesizing Switching Logic Using Constraint Solving},
  booktitle    = {Verification, Model Checking, and Abstract Interpretation, 10th International
                  Conference, {VMCAI} 2009, Savannah, GA, USA, January 18-20, 2009.
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {5403},
  pages        = {305--319},
  publisher    = {Springer},
  year         = {2009},
  url          = {https://doi.org/10.1007/978-3-540-93900-9\_25},
  doi          = {10.1007/978-3-540-93900-9\_25},
  timestamp    = {Wed, 06 Nov 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/vmcai/TalyGT09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aplas/MaffeisMT08,
  author       = {Sergio Maffeis and
                  John C. Mitchell and
                  Ankur Taly},
  editor       = {G. Ramalingam},
  title        = {An Operational Semantics for JavaScript},
  booktitle    = {Programming Languages and Systems, 6th Asian Symposium, {APLAS} 2008,
                  Bangalore, India, December 9-11, 2008. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {5356},
  pages        = {307--325},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-89330-1\_22},
  doi          = {10.1007/978-3-540-89330-1\_22},
  timestamp    = {Sun, 12 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aplas/MaffeisMT08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esop/GaubertGTZ07,
  author       = {Stephane Gaubert and
                  Eric Goubault and
                  Ankur Taly and
                  Sarah Zennou},
  editor       = {Rocco De Nicola},
  title        = {Static Analysis by Policy Iteration on Relational Domains},
  booktitle    = {Programming Languages and Systems, 16th European Symposium on Programming,
                  {ESOP} 2007, Held as Part of the Joint European Conferences on Theory
                  and Practics of Software, {ETAPS} 2007, Braga, Portugal, March 24
                  - April 1, 2007, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4421},
  pages        = {237--252},
  publisher    = {Springer},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-3-540-71316-6\_17},
  doi          = {10.1007/978-3-540-71316-6\_17},
  timestamp    = {Tue, 14 May 2019 10:00:41 +0200},
  biburl       = {https://dblp.org/rec/conf/esop/GaubertGTZ07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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