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Bayes classifier cannot be learned from noisy responses with unknown noise rates


Apr 13, 2023
Soham Bakshi, Subha Maity

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* Invited to present in ICLR Tiny Paper 2023 

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Simple Disentanglement of Style and Content in Visual Representations


Feb 20, 2023
Lilian Ngweta, Subha Maity, Alex Gittens, Yuekai Sun, Mikhail Yurochkin

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How does overparametrization affect performance on minority groups?


Jun 07, 2022
Subha Maity, Saptarshi Roy, Songkai Xue, Mikhail Yurochkin, Yuekai Sun

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Understanding new tasks through the lens of training data via exponential tilting


May 26, 2022
Subha Maity, Mikhail Yurochkin, Moulinath Banerjee, Yuekai Sun

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Predictor-corrector algorithms for stochastic optimization under gradual distribution shift


May 26, 2022
Subha Maity, Debarghya Mukherjee, Moulinath Banerjee, Yuekai Sun

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Statistical inference for individual fairness


Mar 30, 2021
Subha Maity, Songkai Xue, Mikhail Yurochkin, Yuekai Sun

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There is no trade-off: enforcing fairness can improve accuracy


Nov 06, 2020
Subha Maity, Debarghya Mukherjee, Mikhail Yurochkin, Yuekai Sun

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Minimax optimal approaches to the label shift problem


Apr 04, 2020
Subha Maity, Yuekai Sun, Moulinath Banerjee

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Communication-Efficient Integrative Regression in High-Dimensions


Dec 26, 2019
Subha Maity, Yuekai Sun, Moulinath Banerjee

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