Huan Li

5 catalog papers. Name-matched publications do not establish a verified researcher identity.

Publications

• On the O(sqrt(d)/T^(1/4)) Convergence Rate of RMSProp and Its Momentum Extension Measured by l_1 Norm — Journal of Machine Learning Research 2025
• Accelerated Gradient Tracking over Time-varying Graphs for Decentralized Optimization — Journal of Machine Learning Research 2024
• Restarted Nonconvex Accelerated Gradient Descent: No More Polylogarithmic Factor in the in the O(epsilon^(-7/4)) Complexity — Journal of Machine Learning Research 2023
• Variance Reduced EXTRA and DIGing and Their Optimal Acceleration for Strongly Convex Decentralized Optimization — Journal of Machine Learning Research 2022
• On the Complexity Analysis of the Primal Solutions for the Accelerated Randomized Dual Coordinate Ascent — Journal of Machine Learning Research 2020