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Sivaraman Balakrishnan

Carnegie Mellon University

Double Cross-fit Doubly Robust Estimators: Beyond Series Regression

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Mar 22, 2024
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Semi-Supervised U-statistics

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Mar 09, 2024
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Complementary Benefits of Contrastive Learning and Self-Training Under Distribution Shift

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Dec 06, 2023
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Online Label Shift: Optimal Dynamic Regret meets Practical Algorithms

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May 31, 2023
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The Fundamental Limits of Structure-Agnostic Functional Estimation

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May 06, 2023
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RLSbench: Domain Adaptation Under Relaxed Label Shift

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Feb 06, 2023
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Domain Adaptation under Missingness Shift

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Nov 03, 2022
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Domain Adaptation under Open Set Label Shift

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Jul 26, 2022
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Leveraging Unlabeled Data to Predict Out-of-Distribution Performance

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Feb 09, 2022
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Minimax Optimal Regression over Sobolev Spaces via Laplacian Eigenmaps on Neighborhood Graphs

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Nov 14, 2021
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