Article-Journal

On Gossip Algorithms for Machine Learning with Pairwise Objectives

Mar 25, 2026

Fast and Efficient Asynchronous Gossip Algorithm for Robust and Non-Smooth Convex Decentralized Learning

Jan 28, 2026

Differentially Private Policy Gradient

Jan 31, 2025

Wireless Parameter Tuning with Clustering Multi-Agents in Linear Stochastic Bandit

Jan 1, 2025

Differentially Private Model-Based Offline Reinforcement Learning

Jan 1, 2024

Stable bounds on the duality gap of separable nonconvex optimization problems

Jan 1, 2023

Price of Safety in Linear Best Arm Identification

Jan 1, 2023

Refined bounds for randomized experimental design

Jan 1, 2020

A simple and efficient smoothing method for faster optimization and local exploration

Jan 1, 2020

Theoretical limits of pipeline parallel optimization and application to distributed deep learning

Jan 1, 2019