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Lingzhou Xue

Gap-Dependent Bounds for Federated $Q$-learning

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Feb 05, 2025
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Statistical Convergence Rates of Optimal Transport Map Estimation between General Distributions

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Dec 11, 2024
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The Effect of Personalization in FedProx: A Fine-grained Analysis on Statistical Accuracy and Communication Efficiency

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Oct 11, 2024
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Gap-Dependent Bounds for Q-Learning using Reference-Advantage Decomposition

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Oct 10, 2024
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Smoothed Robust Phase Retrieval

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Sep 03, 2024
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Federated Q-Learning with Reference-Advantage Decomposition: Almost Optimal Regret and Logarithmic Communication Cost

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May 29, 2024
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A Unified Combination Framework for Dependent Tests with Applications to Microbiome Association Studies

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Apr 14, 2024
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A Copula Graphical Model for Multi-Attribute Data using Optimal Transport

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Apr 10, 2024
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Federated Q-Learning: Linear Regret Speedup with Low Communication Cost

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Dec 22, 2023
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A New Inexact Proximal Linear Algorithm with Adaptive Stopping Criteria for Robust Phase Retrieval

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Apr 25, 2023
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