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Kamalika Chaudhuri

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Agnostic Multi-Group Active Learning

Jun 02, 2023
Nick Rittler, Kamalika Chaudhuri

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Data Redaction from Conditional Generative Models

May 18, 2023
Zhifeng Kong, Kamalika Chaudhuri

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Do SSL Models Have Déjà Vu? A Case of Unintended Memorization in Self-supervised Learning

Apr 28, 2023
Casey Meehan, Florian Bordes, Pascal Vincent, Kamalika Chaudhuri, Chuan Guo

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Can Membership Inferencing be Refuted?

Mar 08, 2023
Zhifeng Kong, Amrita Roy Chowdhury, Kamalika Chaudhuri

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Data-Copying in Generative Models: A Formal Framework

Mar 01, 2023
Robi Bhattacharjee, Sanjoy Dasgupta, Kamalika Chaudhuri

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A Two-Stage Active Learning Algorithm for $k$-Nearest Neighbors

Nov 19, 2022
Nick Rittler, Kamalika Chaudhuri

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The Interpolated MVU Mechanism For Communication-efficient Private Federated Learning

Nov 08, 2022
Chuan Guo, Kamalika Chaudhuri, Pierre Stock, Mike Rabbat

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Robust Empirical Risk Minimization with Tolerance

Oct 02, 2022
Robi Bhattacharjee, Max Hopkins, Akash Kumar, Hantao Yu, Kamalika Chaudhuri

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