Published in: LIPIcs, Volume 251, 14th Innovations in Theoretical Computer Science Conference (ITCS 2023)
Parikshit Gopalan, Lunjia Hu, Michael P. Kim, Omer Reingold, and Udi Wieder. Loss Minimization Through the Lens Of Outcome Indistinguishability. In 14th Innovations in Theoretical Computer Science Conference (ITCS 2023). Leibniz International Proceedings in Informatics (LIPIcs), Volume 251, pp. 60:1-60:20, Schloss Dagstuhl - Leibniz-Zentrum für Informatik (2023)
@InProceedings{gopalan_et_al:LIPIcs.ITCS.2023.60, author = {Gopalan, Parikshit and Hu, Lunjia and Kim, Michael P. and Reingold, Omer and Wieder, Udi}, title = {{Loss Minimization Through the Lens Of Outcome Indistinguishability}}, booktitle = {14th Innovations in Theoretical Computer Science Conference (ITCS 2023)}, pages = {60:1--60:20}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-263-1}, ISSN = {1868-8969}, year = {2023}, volume = {251}, editor = {Tauman Kalai, Yael}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.ITCS.2023.60}, URN = {urn:nbn:de:0030-drops-175635}, doi = {10.4230/LIPIcs.ITCS.2023.60}, annote = {Keywords: Loss Minimization, Indistinguishability} }
Published in: LIPIcs, Volume 251, 14th Innovations in Theoretical Computer Science Conference (ITCS 2023)
Michael P. Kim and Juan C. Perdomo. Making Decisions Under Outcome Performativity. In 14th Innovations in Theoretical Computer Science Conference (ITCS 2023). Leibniz International Proceedings in Informatics (LIPIcs), Volume 251, pp. 79:1-79:15, Schloss Dagstuhl - Leibniz-Zentrum für Informatik (2023)
@InProceedings{kim_et_al:LIPIcs.ITCS.2023.79, author = {Kim, Michael P. and Perdomo, Juan C.}, title = {{Making Decisions Under Outcome Performativity}}, booktitle = {14th Innovations in Theoretical Computer Science Conference (ITCS 2023)}, pages = {79:1--79:15}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-263-1}, ISSN = {1868-8969}, year = {2023}, volume = {251}, editor = {Tauman Kalai, Yael}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.ITCS.2023.79}, URN = {urn:nbn:de:0030-drops-175824}, doi = {10.4230/LIPIcs.ITCS.2023.79}, annote = {Keywords: performative prediction, outcome indistinguishability} }
Published in: LIPIcs, Volume 215, 13th Innovations in Theoretical Computer Science Conference (ITCS 2022)
Parikshit Gopalan, Adam Tauman Kalai, Omer Reingold, Vatsal Sharan, and Udi Wieder. Omnipredictors. In 13th Innovations in Theoretical Computer Science Conference (ITCS 2022). Leibniz International Proceedings in Informatics (LIPIcs), Volume 215, pp. 79:1-79:21, Schloss Dagstuhl - Leibniz-Zentrum für Informatik (2022)
@InProceedings{gopalan_et_al:LIPIcs.ITCS.2022.79, author = {Gopalan, Parikshit and Kalai, Adam Tauman and Reingold, Omer and Sharan, Vatsal and Wieder, Udi}, title = {{Omnipredictors}}, booktitle = {13th Innovations in Theoretical Computer Science Conference (ITCS 2022)}, pages = {79:1--79:21}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-217-4}, ISSN = {1868-8969}, year = {2022}, volume = {215}, editor = {Braverman, Mark}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.ITCS.2022.79}, URN = {urn:nbn:de:0030-drops-156755}, doi = {10.4230/LIPIcs.ITCS.2022.79}, annote = {Keywords: Loss-minimzation, multi-group fairness, agnostic learning, boosting} }
Published in: LIPIcs, Volume 169, 35th Computational Complexity Conference (CCC 2020)
Kuan Cheng and William M. Hoza. Hitting Sets Give Two-Sided Derandomization of Small Space. In 35th Computational Complexity Conference (CCC 2020). Leibniz International Proceedings in Informatics (LIPIcs), Volume 169, pp. 10:1-10:25, Schloss Dagstuhl - Leibniz-Zentrum für Informatik (2020)
@InProceedings{cheng_et_al:LIPIcs.CCC.2020.10, author = {Cheng, Kuan and Hoza, William M.}, title = {{Hitting Sets Give Two-Sided Derandomization of Small Space}}, booktitle = {35th Computational Complexity Conference (CCC 2020)}, pages = {10:1--10:25}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-156-6}, ISSN = {1868-8969}, year = {2020}, volume = {169}, editor = {Saraf, Shubhangi}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.CCC.2020.10}, URN = {urn:nbn:de:0030-drops-125625}, doi = {10.4230/LIPIcs.CCC.2020.10}, annote = {Keywords: hitting sets, derandomization, read-once branching programs} }
Published in: LIPIcs, Volume 151, 11th Innovations in Theoretical Computer Science Conference (ITCS 2020)
Parikshit Gopalan, Roie Levin, and Udi Wieder. Finding Skewed Subcubes Under a Distribution. In 11th Innovations in Theoretical Computer Science Conference (ITCS 2020). Leibniz International Proceedings in Informatics (LIPIcs), Volume 151, pp. 84:1-84:30, Schloss Dagstuhl - Leibniz-Zentrum für Informatik (2020)
@InProceedings{gopalan_et_al:LIPIcs.ITCS.2020.84, author = {Gopalan, Parikshit and Levin, Roie and Wieder, Udi}, title = {{Finding Skewed Subcubes Under a Distribution}}, booktitle = {11th Innovations in Theoretical Computer Science Conference (ITCS 2020)}, pages = {84:1--84:30}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-134-4}, ISSN = {1868-8969}, year = {2020}, volume = {151}, editor = {Vidick, Thomas}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.ITCS.2020.84}, URN = {urn:nbn:de:0030-drops-117691}, doi = {10.4230/LIPIcs.ITCS.2020.84}, annote = {Keywords: Fourier Analysis, Anomaly Detection, Algorithmic Fairness, Probability, Unsupervised Learning} }
Published in: LIPIcs, Volume 50, 31st Conference on Computational Complexity (CCC 2016)
Parikshit Gopalan, Rocco A. Servedio, and Avi Wigderson. Degree and Sensitivity: Tails of Two Distributions. In 31st Conference on Computational Complexity (CCC 2016). Leibniz International Proceedings in Informatics (LIPIcs), Volume 50, pp. 13:1-13:23, Schloss Dagstuhl - Leibniz-Zentrum für Informatik (2016)
@InProceedings{gopalan_et_al:LIPIcs.CCC.2016.13, author = {Gopalan, Parikshit and Servedio, Rocco A. and Wigderson, Avi}, title = {{Degree and Sensitivity: Tails of Two Distributions}}, booktitle = {31st Conference on Computational Complexity (CCC 2016)}, pages = {13:1--13:23}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-008-8}, ISSN = {1868-8969}, year = {2016}, volume = {50}, editor = {Raz, Ran}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.CCC.2016.13}, URN = {urn:nbn:de:0030-drops-58488}, doi = {10.4230/LIPIcs.CCC.2016.13}, annote = {Keywords: Boolean functions, random restrictions, Fourier analysis} }
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