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Shaofeng Zou

Rejecting Outliers in 2D-3D Point Correspondences from 2D Forward-Looking Sonar Observations

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Mar 20, 2025
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Near-Optimal Sample Complexity for Iterated CVaR Reinforcement Learning with a Generative Model

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Mar 11, 2025
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Scalable Bilevel Loss Balancing for Multi-Task Learning

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Feb 12, 2025
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Independently-Normalized SGD for Generalized-Smooth Nonconvex Optimization

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Oct 17, 2024
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Non-Asymptotic Analysis for Single-Loop Actor-Critic with Compatible Function Approximation

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Jun 03, 2024
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On the Convergence of Multi-objective Optimization under Generalized Smoothness

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May 29, 2024
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Finite-Time Analysis for Conflict-Avoidant Multi-Task Reinforcement Learning

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May 25, 2024
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Constrained Reinforcement Learning Under Model Mismatch

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May 02, 2024
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Convergence Guarantees for RMSProp and Adam in Generalized-smooth Non-convex Optimization with Affine Noise Variance

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Apr 03, 2024
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Large-Scale Non-convex Stochastic Constrained Distributionally Robust Optimization

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Apr 01, 2024
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