activity
20172025
most citedA Domain-Shrinking based Bayesian Optimization Algorithm with Order-Optimal Regret Performance

6 citations · 10 across the 17 of their papers we have counts for

collaborators
Showing 2022 · stat.MLShow all

2 papers · 2 filters

stat.ML2022

Collaborative Learning in Kernel-based Bandits for Distributed Users

Sudeep Salgia, Sattar Vakili, Qing Zhao

We study collaborative learning among distributed clients facilitated by a central server. Each client is interested in maximizing a personalized objective function that is a weigh…

stat.ML2022★ 1 cited

Provably and Practically Efficient Neural Contextual Bandits

Sudeep Salgia, Sattar Vakili, Qing Zhao

We consider the neural contextual bandit problem. In contrast to the existing work which primarily focuses on ReLU neural nets, we consider a general set of smooth activation funct…