Stop the war!

Остановите войну!

for scientists:

default search action

combined dblp search
author search
venue search
publication search

ask others

BibTeX records: Hamsa Bastani

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

> Home > Persons > Hamsa Bastani

download as .bib file

@inproceedings{DBLP:conf/innovations/GeBB24,
  author       = {Haosen Ge and
                  Hamsa Bastani and
                  Osbert Bastani},
  editor       = {Venkatesan Guruswami},
  title        = {Rethinking Fairness for Human-AI Collaboration (Extended Abstract)},
  booktitle    = {15th Innovations in Theoretical Computer Science Conference, {ITCS}
                  2024, January 30 to February 2, 2024, Berkeley, CA, {USA}},
  series       = {LIPIcs},
  volume       = {287},
  pages        = {52:1--52:1},
  publisher    = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik},
  year         = {2024},
  url          = {https://doi.org/10.4230/LIPIcs.ITCS.2024.52},
  doi          = {10.4230/LIPICS.ITCS.2024.52},
  timestamp    = {Wed, 24 Jan 2024 15:25:09 +0100},
  biburl       = {https://dblp.org/rec/conf/innovations/GeBB24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2402-06532,
  author       = {Michael S. Yao and
                  Yimeng Zeng and
                  Hamsa Bastani and
                  Jacob R. Gardner and
                  James C. Gee and
                  Osbert Bastani},
  title        = {Generative Adversarial Bayesian Optimization for Surrogate Objectives},
  journal      = {CoRR},
  volume       = {abs/2402.06532},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2402.06532},
  doi          = {10.48550/ARXIV.2402.06532},
  eprinttype    = {arXiv},
  eprint       = {2402.06532},
  timestamp    = {Fri, 16 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2402-06532.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/aistats/XuMXBB23,
  author       = {Wanqiao Xu and
                  Yecheng Jason Ma and
                  Kan Xu and
                  Hamsa Bastani and
                  Osbert Bastani},
  editor       = {Francisco J. R. Ruiz and
                  Jennifer G. Dy and
                  Jan{-}Willem van de Meent},
  title        = {Uniformly Conservative Exploration in Reinforcement Learning},
  booktitle    = {International Conference on Artificial Intelligence and Statistics,
                  25-27 April 2023, Palau de Congressos, Valencia, Spain},
  series       = {Proceedings of Machine Learning Research},
  volume       = {206},
  pages        = {10856--10870},
  publisher    = {{PMLR}},
  year         = {2023},
  url          = {https://proceedings.mlr.press/v206/xu23j.html},
  timestamp    = {Mon, 19 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/XuMXBB23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2306-06291,
  author       = {Xinmeng Huang and
                  Kan Xu and
                  Donghwan Lee and
                  Hamed Hassani and
                  Hamsa Bastani and
                  Edgar Dobriban},
  title        = {Optimal Heterogeneous Collaborative Linear Regression and Contextual
                  Bandits},
  journal      = {CoRR},
  volume       = {abs/2306.06291},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2306.06291},
  doi          = {10.48550/ARXIV.2306.06291},
  eprinttype    = {arXiv},
  eprint       = {2306.06291},
  timestamp    = {Mon, 19 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2306-06291.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2310-03647,
  author       = {Haosen Ge and
                  Hamsa Bastani and
                  Osbert Bastani},
  title        = {Rethinking Fairness for Human-AI Collaboration},
  journal      = {CoRR},
  volume       = {abs/2310.03647},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2310.03647},
  doi          = {10.48550/ARXIV.2310.03647},
  eprinttype    = {arXiv},
  eprint       = {2310.03647},
  timestamp    = {Thu, 19 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2310-03647.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/interfaces/BastaniDGVHLMPT22,
  author       = {Hamsa Bastani and
                  Kimon Drakopoulos and
                  Vishal Gupta and
                  Jon Vlachogiannis and
                  Christos Hadjichristodoulou and
                  Pagona Lagiou and
                  Gkikas Magiorkinis and
                  Dimitrios Paraskevis and
                  Sotirios Tsiodras},
  title        = {Interpretable Operations Research for High-Stakes Decisions: Designing
                  the Greek {COVID-19} Testing System},
  journal      = {{INFORMS} J. Appl. Anal.},
  volume       = {52},
  number       = {5},
  pages        = {398--411},
  year         = {2022},
  url          = {https://doi.org/10.1287/inte.2022.1128},
  doi          = {10.1287/INTE.2022.1128},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/interfaces/BastaniDGVHLMPT22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/mansci/BastaniSZ22,
  author       = {Hamsa Bastani and
                  David Simchi{-}Levi and
                  Ruihao Zhu},
  title        = {Meta Dynamic Pricing: Transfer Learning Across Experiments},
  journal      = {Manag. Sci.},
  volume       = {68},
  number       = {3},
  pages        = {1865--1881},
  year         = {2022},
  url          = {https://doi.org/10.1287/mnsc.2021.4071},
  doi          = {10.1287/MNSC.2021.4071},
  timestamp    = {Tue, 16 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/mansci/BastaniSZ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/mansci/AndererBS22,
  author       = {Arielle Anderer and
                  Hamsa Bastani and
                  John Silberholz},
  title        = {Adaptive Clinical Trial Designs with Surrogates: When Should We Bother?},
  journal      = {Manag. Sci.},
  volume       = {68},
  number       = {3},
  pages        = {1982--2002},
  year         = {2022},
  url          = {https://doi.org/10.1287/mnsc.2021.4096},
  doi          = {10.1287/MNSC.2021.4096},
  timestamp    = {Wed, 27 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/mansci/AndererBS22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/msom/BastaniHPS22,
  author       = {Hamsa Bastani and
                  Pavithra Harsha and
                  Georgia Perakis and
                  Divya Singhvi},
  title        = {Learning Personalized Product Recommendations with Customer Disengagement},
  journal      = {Manuf. Serv. Oper. Manag.},
  volume       = {24},
  number       = {4},
  pages        = {2010--2028},
  year         = {2022},
  url          = {https://doi.org/10.1287/msom.2021.1047},
  doi          = {10.1287/MSOM.2021.1047},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/msom/BastaniHPS22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/widm/CheongSB22,
  author       = {So{-}Min Cheong and
                  Kris Sankaran and
                  Hamsa Bastani},
  title        = {Artificial intelligence for climate change adaptation},
  journal      = {WIREs Data Mining Knowl. Discov.},
  volume       = {12},
  number       = {5},
  year         = {2022},
  url          = {https://doi.org/10.1002/widm.1459},
  doi          = {10.1002/WIDM.1459},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/widm/CheongSB22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2211-06516,
  author       = {Vashist Avadhanula and
                  Omar Abdul Baki and
                  Hamsa Bastani and
                  Osbert Bastani and
                  Caner Gocmen and
                  Daniel Haimovich and
                  Darren Hwang and
                  Dima Karamshuk and
                  Thomas J. Leeper and
                  Jiayuan Ma and
                  Gregory Macnamara and
                  Jake Mullett and
                  Christopher Palow and
                  Sung Park and
                  Varun S. Rajagopal and
                  Kevin Schaeffer and
                  Parikshit Shah and
                  Deeksha Sinha and
                  Nicol{\'{a}}s Stier Moses and
                  Peng Xu},
  title        = {Bandits for Online Calibration: An Application to Content Moderation
                  on Social Media Platforms},
  journal      = {CoRR},
  volume       = {abs/2211.06516},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2211.06516},
  doi          = {10.48550/ARXIV.2211.06516},
  eprinttype    = {arXiv},
  eprint       = {2211.06516},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2211-06516.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2211-08507,
  author       = {Tsai{-}Hsuan Chung and
                  Vahid Rostami and
                  Hamsa Bastani and
                  Osbert Bastani},
  title        = {Decision-Aware Learning for Optimizing Health Supply Chains},
  journal      = {CoRR},
  volume       = {abs/2211.08507},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2211.08507},
  doi          = {10.48550/ARXIV.2211.08507},
  eprinttype    = {arXiv},
  eprint       = {2211.08507},
  timestamp    = {Wed, 23 Nov 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2211-08507.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/mansci/BastaniBK21,
  author       = {Hamsa Bastani and
                  Mohsen Bayati and
                  Khashayar Khosravi},
  title        = {Mostly Exploration-Free Algorithms for Contextual Bandits},
  journal      = {Manag. Sci.},
  volume       = {67},
  number       = {3},
  pages        = {1329--1349},
  year         = {2021},
  url          = {https://doi.org/10.1287/mnsc.2020.3605},
  doi          = {10.1287/MNSC.2020.3605},
  timestamp    = {Tue, 23 Mar 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/mansci/BastaniBK21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/mansci/Bastani21,
  author       = {Hamsa Bastani},
  title        = {Predicting with Proxies: Transfer Learning in High Dimension},
  journal      = {Manag. Sci.},
  volume       = {67},
  number       = {5},
  pages        = {2964--2984},
  year         = {2021},
  url          = {https://doi.org/10.1287/mnsc.2020.3729},
  doi          = {10.1287/MNSC.2020.3729},
  timestamp    = {Tue, 01 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/mansci/Bastani21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/nature/BastaniD0VHLMPT21,
  author       = {Hamsa Bastani and
                  Kimon Drakopoulos and
                  Vishal Gupta and
                  Ioannis Vlachogiannis and
                  Christos Hadjichristodoulou and
                  Pagona Lagiou and
                  Gkikas Magiorkinis and
                  Dimitrios Paraskevis and
                  Sotirios Tsiodras},
  title        = {Efficient and targeted {COVID-19} border testing via reinforcement
                  learning},
  journal      = {Nat.},
  volume       = {599},
  number       = {7883},
  pages        = {108--113},
  year         = {2021},
  url          = {https://doi.org/10.1038/s41586-021-04014-z},
  doi          = {10.1038/S41586-021-04014-Z},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/nature/BastaniD0VHLMPT21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icml/XuZBB21,
  author       = {Kan Xu and
                  Xuanyi Zhao and
                  Hamsa Bastani and
                  Osbert Bastani},
  editor       = {Marina Meila and
                  Tong Zhang},
  title        = {Group-Sparse Matrix Factorization for Transfer Learning of Word Embeddings},
  booktitle    = {Proceedings of the 38th International Conference on Machine Learning,
                  {ICML} 2021, 18-24 July 2021, Virtual Event},
  series       = {Proceedings of Machine Learning Research},
  volume       = {139},
  pages        = {11603--11612},
  publisher    = {{PMLR}},
  year         = {2021},
  url          = {http://proceedings.mlr.press/v139/xu21l.html},
  timestamp    = {Wed, 25 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/XuZBB21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2104-08928,
  author       = {Kan Xu and
                  Xuanyi Zhao and
                  Hamsa Bastani and
                  Osbert Bastani},
  title        = {Group-Sparse Matrix Factorization for Transfer Learning of Word Embeddings},
  journal      = {CoRR},
  volume       = {abs/2104.08928},
  year         = {2021},
  url          = {https://arxiv.org/abs/2104.08928},
  eprinttype    = {arXiv},
  eprint       = {2104.08928},
  timestamp    = {Tue, 27 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2104-08928.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2108-08454,
  author       = {Hamsa Bastani and
                  Osbert Bastani and
                  Wichinpong Park Sinchaisri},
  title        = {Improving Human Decision-Making with Machine Learning},
  journal      = {CoRR},
  volume       = {abs/2108.08454},
  year         = {2021},
  url          = {https://arxiv.org/abs/2108.08454},
  eprinttype    = {arXiv},
  eprint       = {2108.08454},
  timestamp    = {Mon, 23 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2108-08454.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2109-10935,
  author       = {Kan Xu and
                  Hamsa Bastani and
                  Osbert Bastani},
  title        = {Robust Generalization of Quadratic Neural Networks via Function Identification},
  journal      = {CoRR},
  volume       = {abs/2109.10935},
  year         = {2021},
  url          = {https://arxiv.org/abs/2109.10935},
  eprinttype    = {arXiv},
  eprint       = {2109.10935},
  timestamp    = {Mon, 27 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2109-10935.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2110-13060,
  author       = {Wanqiao Xu and
                  Kan Xu and
                  Hamsa Bastani and
                  Osbert Bastani},
  title        = {Safely Bridging Offline and Online Reinforcement Learning},
  journal      = {CoRR},
  volume       = {abs/2110.13060},
  year         = {2021},
  url          = {https://arxiv.org/abs/2110.13060},
  eprinttype    = {arXiv},
  eprint       = {2110.13060},
  timestamp    = {Thu, 28 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2110-13060.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2112-14233,
  author       = {Kan Xu and
                  Hamsa Bastani},
  title        = {Learning Across Bandits in High Dimension via Robust Statistics},
  journal      = {CoRR},
  volume       = {abs/2112.14233},
  year         = {2021},
  url          = {https://arxiv.org/abs/2112.14233},
  eprinttype    = {arXiv},
  eprint       = {2112.14233},
  timestamp    = {Wed, 05 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2112-14233.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ior/BastaniB20,
  author       = {Hamsa Bastani and
                  Mohsen Bayati},
  title        = {Online Decision Making with High-Dimensional Covariates},
  journal      = {Oper. Res.},
  volume       = {68},
  number       = {1},
  pages        = {276--294},
  year         = {2020},
  url          = {https://doi.org/10.1287/opre.2019.1902},
  doi          = {10.1287/OPRE.2019.1902},
  timestamp    = {Tue, 31 Mar 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ior/BastaniB20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/mansci/BastaniGB19,
  author       = {Hamsa Bastani and
                  Joel Goh and
                  Mohsen Bayati},
  title        = {Evidence of Upcoding in Pay-for-Performance Programs},
  journal      = {Manag. Sci.},
  volume       = {65},
  number       = {3},
  pages        = {1042--1060},
  year         = {2019},
  url          = {https://doi.org/10.1287/mnsc.2017.2996},
  doi          = {10.1287/MNSC.2017.2996},
  timestamp    = {Tue, 30 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/mansci/BastaniGB19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1902-10918,
  author       = {Hamsa Bastani and
                  David Simchi{-}Levi and
                  Ruihao Zhu},
  title        = {Meta Dynamic Pricing: Learning Across Experiments},
  journal      = {CoRR},
  volume       = {abs/1902.10918},
  year         = {2019},
  url          = {http://arxiv.org/abs/1902.10918},
  eprinttype    = {arXiv},
  eprint       = {1902.10918},
  timestamp    = {Tue, 21 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1902-10918.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1812-11097,
  author       = {Hamsa Bastani},
  title        = {Predicting with Proxies},
  journal      = {CoRR},
  volume       = {abs/1812.11097},
  year         = {2018},
  url          = {http://arxiv.org/abs/1812.11097},
  eprinttype    = {arXiv},
  eprint       = {1812.11097},
  timestamp    = {Thu, 03 Jan 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1812-11097.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/BastaniBK17,
  author       = {Hamsa Bastani and
                  Mohsen Bayati and
                  Khashayar Khosravi},
  title        = {Exploiting the Natural Exploration In Contextual Bandits},
  journal      = {CoRR},
  volume       = {abs/1704.09011},
  year         = {2017},
  url          = {http://arxiv.org/abs/1704.09011},
  eprinttype    = {arXiv},
  eprint       = {1704.09011},
  timestamp    = {Sat, 23 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/BastaniBK17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/BastaniKB17,
  author       = {Osbert Bastani and
                  Carolyn Kim and
                  Hamsa Bastani},
  title        = {Interpreting Blackbox Models via Model Extraction},
  journal      = {CoRR},
  volume       = {abs/1705.08504},
  year         = {2017},
  url          = {http://arxiv.org/abs/1705.08504},
  eprinttype    = {arXiv},
  eprint       = {1705.08504},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/BastaniKB17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/BastaniKB17a,
  author       = {Osbert Bastani and
                  Carolyn Kim and
                  Hamsa Bastani},
  title        = {Interpretability via Model Extraction},
  journal      = {CoRR},
  volume       = {abs/1706.09773},
  year         = {2017},
  url          = {http://arxiv.org/abs/1706.09773},
  eprinttype    = {arXiv},
  eprint       = {1706.09773},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/BastaniKB17a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

a service of

manage site settings

To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.