88 citations · 175 across the 26 of their papers we have counts for
Showing 2020Show all
3 papers · 1 filter
stat.ML2020★ 1 cited
Stochastic Coordinate Minimization with Progressive Precision for Stochastic Convex Optimization
Sudeep Salgia, Qing Zhao, Sattar Vakili
A framework based on iterative coordinate minimization (CM) is developed for stochastic convex optimization. Given that exact coordinate minimization is impossible due to the unkno…
cs.GT2020
Distributed No-Regret Learning in Multi-Agent Systems
Xiao Xu, Qing Zhao
In this tutorial article, we give an overview of new challenges and representative results on distributed no-regret learning in multi-agent systems modeled as repeated unknown game…
cs.LG2020★ 3 cited
Memory-Constrained No-Regret Learning in Adversarial Bandits
Xiao Xu, Qing Zhao
An adversarial bandit problem with memory constraints is studied where only the statistics of a subset of arms can be stored. A hierarchical learning policy that requires only a su…