Sudeep Salgia
Orcid: 0000-0003-1361-4565
According to our database1,
Sudeep Salgia
authored at least 20 papers
between 2017 and 2024.
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Bibliography
2024
IEEE Trans. Signal Process., 2024
A Communication-Efficient Adaptive Algorithm for Federated Learning Under Cumulative Regret.
IEEE Trans. Signal Process., 2024
Order-Optimal Regret in Distributed Kernel Bandits using Uniform Sampling with Shared Randomness.
CoRR, 2024
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Random Exploration in Bayesian Optimization: Order-Optimal Regret and Computational Efficiency.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
2023
IEEE Trans. Signal Process., 2023
A Communication-Efficient Adaptive Algorithm for Federated Learning under Cumulative Regret.
CoRR, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the International Conference on Machine Learning, 2023
2022
IEEE Trans. Signal Process., 2022
2021
A Domain-Shrinking based Bayesian Optimization Algorithm with Order-Optimal Regret Performance.
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.
Proceedings of the IEEE International Conference on Acoustics, 2021
2020
A Computationally Efficient Approach to Black-box Optimization using Gaussian Process Models.
CoRR, 2020
Stochastic Coordinate Minimization with Progressive Precision for Stochastic Convex Optimization.
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.
Proceedings of the 57th Annual Allerton Conference on Communication, 2019
2018
Bandlimited Spatiotemporal Field Sampling with Location and Time Unaware Mobile Sensors.
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.
CoRR, 2017