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Learning Variational Inequalities from Data: Fast Generalization Rates under Strong Monotonicity

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Oct 28, 2024
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Data Acquisition via Experimental Design for Decentralized Data Markets

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Mar 20, 2024
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Chatbot Arena: An Open Platform for Evaluating LLMs by Human Preference

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Mar 07, 2024
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Classifier Calibration with ROC-Regularized Isotonic Regression

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Nov 21, 2023
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Provably Personalized and Robust Federated Learning

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Jun 14, 2023
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Doubly Robust Self-Training

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Jun 01, 2023
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On Learning Necessary and Sufficient Causal Graphs

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Jan 29, 2023
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Neural Dependencies Emerging from Learning Massive Categories

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Nov 21, 2022
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Rank Diminishing in Deep Neural Networks

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Jun 13, 2022
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High-Dimensional Continuous Control Using Generalized Advantage Estimation

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Oct 20, 2018
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