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Papers
A Near-Optimal Single-Loop Stochastic Algorithm for Convex Finite-Sum Coupled Compositional Optimization
ICML 2025
A Parameter-Free and Near-Optimal Zeroth-Order Algorithm for Stochastic Convex Optimization
ICML 2025
Discrete Codebook World Models for Continuous Control
ICLR 2025
Improved Sample Complexity for Private Nonsmooth Nonconvex Optimization
ICML 2025
Faster Adaptive Decentralized Learning Algorithms
ICML 2024
Pricing with Contextual Elasticity and Heteroscedastic Valuation
ICML 2024
To the Max: Reinventing Reward in Reinforcement Learning
ICML 2024