Salgia, Sudeep

10 publications

AISTATS 2025 Characterizing the Accuracy-Communication-Privacy Trade-Off in Distributed Stochastic Convex Optimization Sudeep Salgia, Nikola Pavlovic, Yuejie Chi, Qing Zhao

AISTATS 2025 Differentially Private Kernelized Contextual Bandits Nikola Pavlovic, Sudeep Salgia, Qing Zhao

AISTATS 2025 Order-Optimal Regret in Distributed Kernel Bandits Using Uniform Sampling with Shared Randomness Nikola Pavlovic, Sudeep Salgia, Qing Zhao

NeurIPSW 2024 Order-Optimal Regret in Distributed Kernel Bandits Using Uniform Sampling with Shared Randomness Nikola Pavlovic, Sudeep Salgia, Qing Zhao

ICML 2024 Random Exploration in Bayesian Optimization: Order-Optimal Regret and Computational Efficiency Sudeep Salgia, Sattar Vakili, Qing Zhao

NeurIPS 2024 The Sample-Communication Complexity Trade-Off in Federated Q-Learning Sudeep Salgia, Yuejie Chi

ICML 2023 Distributed Linear Bandits Under Communication Constraints Sudeep Salgia, Qing Zhao

ICML 2023 Provably and Practically Efficient Neural Contextual Bandits Sudeep Salgia

NeurIPS 2021 A Domain-Shrinking Based Bayesian Optimization Algorithm with Order-Optimal Regret Performance Sudeep Salgia, Sattar Vakili, Qing Zhao

ICML 2020 Stochastic Coordinate Minimization with Progressive Precision for Stochastic Convex Optimization Sudeep Salgia, Qing Zhao, Sattar Vakili