Sudeep Salgia

CoRR, 2024

2023

Collaborative Learning in Kernel-Based Bandits for Distributed Users.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2023

Random Exploration in Bayesian Optimization: Order-Optimal Regret and Computational Efficiency.

[BibT_eX]

[DOI]

CoRR, 2023

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

[BibT_eX]

[DOI]

CoRR, 2023

Provably and Practically Efficient Neural Contextual Bandits.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Distributed Linear Bandits under Communication Constraints.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

2022

Disagreement-Based Active Learning in Online Settings.

[BibT_eX]

[DOI]

Boshuang Huang

IEEE Trans. Signal Process., 2022

Kernel-based Federated Learning with Personalization.

[BibT_eX]

[DOI]

CoRR, 2022

Provably and Practically Efficient Neural Contextual Bandits.

[BibT_eX]

[DOI]

CoRR, 2022

2021

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

[BibT_eX]

[DOI]

Lang Tong

CoRR, 2021

A Domain-Shrinking based Bayesian Optimization Algorithm with Order-Optimal Regret Performance.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

An Order-Optimal Adaptive Test Plan for Noisy Group Testing Under Unknown Noise Models.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

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

[BibT_eX]

[DOI]

CoRR, 2020

Stochastic Coordinate Minimization with Progressive Precision for Stochastic Convex Optimization.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

Stochastic Gradient Descent on a Tree: an Adaptive and Robust Approach to Stochastic Convex Optimization.

[BibT_eX]

[DOI]

Proceedings of the 57th Annual Allerton Conference on Communication, 2019

2018

Bandlimited Spatiotemporal Field Sampling with Location and Time Unaware Mobile Sensors.

[BibT_eX]

[DOI]

Animesh Kumar

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

Spatial Field estimation from Samples taken at Unknown Locations generated by an Unknown Autoregressive Process.

[BibT_eX]

[DOI]