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• Policy Mirror Descent for Regularized Reinforcement Learning: A Generalized Framework with Linear Convergence
  2021 · 8 citations
• Offline Reinforcement Learning with Realizability and Single-policy Concentrability
  2022 · 6 citations
• FL-NTK: A Neural Tangent Kernel-based Framework for Federated Learning Convergence Analysis
  2021 · 4 citations
• A Faster Quantum Algorithm for Semidefinite Programming via Robust IPM Framework
  2022 · 3 citations
• DAVED: Data Acquisition via Experimental Design for Data Markets
  2024 · 1 citations
• Response Time Enhances Alignment with Heterogeneous Preferences
  2026
• Sample Complexity and Representation Ability of Test-time Scaling Paradigms
  2025
• Going Beyond Linear RL: Sample Efficient Neural Function Approximation
  2021
• Evaluating and Incentivizing Diverse Data Contributions in Collaborative Learning
  2023