Sudeep Salgia | DeepAI

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Featured Co-authors

Qing Zhao
24 publications
Sattar Vakili
24 publications
Kobi Cohen
19 publications
Lang Tong
13 publications
Karthik Murthy
1 publication
Tamir Gabay
1 publication

∙ 01/21/2023

A Communication-Efficient Adaptive Algorithm for Federated Learning under Cumulative Regret

We consider the problem of online stochastic optimization in a distribut...

4 Sudeep Salgia, et al. ∙

∙ 11/04/2022

Distributed Linear Bandits under Communication Constraints

We consider distributed linear bandits where M agents learn collaborativ...

0 Sudeep Salgia, et al. ∙

∙ 07/16/2022

Kernel-based Federated Learning with Personalization

We consider federated learning with personalization, where in addition t...

0 Sudeep Salgia, et al. ∙

∙ 05/31/2022

Provably and Practically Efficient Neural Contextual Bandits

We consider the neural contextual bandit problem. In contrast to the exi...

2 Sudeep Salgia, et al. ∙

∙ 10/12/2021

As Easy as ABC: Adaptive Binning Coincidence Test for Uniformity Testing

We consider the problem of uniformity testing of Lipschitz continuous di...

5 Sudeep Salgia, et al. ∙

∙ 10/27/2020

A Computationally Efficient Approach to Black-box Optimization using Gaussian Process Models

We consider the sequential optimization of an unknown function from nois...

27 Sudeep Salgia, et al. ∙

∙ 03/11/2020

Stochastic Coordinate Minimization with Progressive Precision for Stochastic Convex Optimization

A framework based on iterative coordinate minimization (CM) is developed...

10 Sudeep Salgia, et al. ∙

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