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FairProof : Confidential and Certifiable Fairness for Neural Networks.

, , , и . ICML, OpenReview.net, (2024)

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Nondini Chaudhuri

Mitochondriale Bildung von reaktiven Sauerstoffspezies in Abhängigkeit vom Sauerstoffpartialdruck und der mitochondrialen Aktivität. Uni Heidelberg, (2010)

Indronil Chaudhuri

Manis Chaudhuri

Bidisha Chaudhuri

Tushar Chaudhuri

 

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Crowdsourcing Feature Discovery via Adaptively Chosen Comparisons., , и . HCOMP, стр. 198-205. AAAI Press, (2015)Rates of Convergence for Nearest Neighbor Classification., и . NIPS, стр. 3437-3445. (2014)The Label Complexity of Active Learning from Observational Data., , и . NeurIPS, стр. 1808-1817. (2019)When are Non-Parametric Methods Robust?, и . ICML, том 119 из Proceedings of Machine Learning Research, стр. 832-841. PMLR, (2020)Thompson Sampling for Robust Transfer in Multi-Task Bandits., , и . ICML, том 162 из Proceedings of Machine Learning Research, стр. 23363-23416. PMLR, (2022)Approximate Data Deletion from Machine Learning Models., , , и . AISTATS, том 130 из Proceedings of Machine Learning Research, стр. 2008-2016. PMLR, (2021)Data-Copying in Generative Models: A Formal Framework., , и . ICML, том 202 из Proceedings of Machine Learning Research, стр. 2364-2396. PMLR, (2023)A Two-Stage Active Learning Algorithm for k-Nearest Neighbors., и . ICML, том 202 из Proceedings of Machine Learning Research, стр. 29103-29129. PMLR, (2023)Why does Throwing Away Data Improve Worst-Group Error?, , , и . ICML, том 202 из Proceedings of Machine Learning Research, стр. 4144-4188. PMLR, (2023)Close Category Generalization., , , и . CoRR, (2020)