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Samarth Gupta
Samarth Gupta
Applied Scientist at Amazon | Carnegie Mellon University PhD
Verifisert e-postadresse på andrew.cmu.edu - Startside
Tittel
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Sitert av
År
Bandit-based Communication-Efficient Client Selection Strategies for Federated Learning
YJ Cho, S Gupta, G Joshi, O Yağan
2020 54th Asilomar Conference on Signals, Systems, and Computers, 1066-1069, 2020
872020
Multi-Armed Bandits with Correlated Arms
S Gupta, S Chaudhari, G Joshi, O Yağan
IEEE Transactions on Information Theory, 2021, 2021
672021
Correlated multi-armed bandits with a latent random source
S Gupta, G Joshi, O Yağan
ICASSP 2020, 2018
342018
A unified approach to translate classical bandit algorithms to the structured bandit setting
S Gupta, S Chaudhari, S Mukherjee, G Joshi, O Yagan
IEEE Journal on Selected Areas in Information Theory, 2020
31*2020
Request patterns and caching for VoD services with recommendation systems
S Gupta, S Moharir
International Conference on Communication Systems and Networks, 307-334, 2017
152017
Best-Arm Identification in Correlated Multi-Armed Bandits
S Gupta, G Joshi, O Yağan
IEEE Journal on Selected Areas in Information Theory 2 (2), 549-563, 2021
92021
Quasi-Newton policy gradient algorithms
H Li, S Gupta, H Yu, L Ying, I Dhillon
arXiv preprint arXiv:2110.02398, 2021
82021
Modeling request patterns in vod services with recommendation systems
S Gupta, S Moharir
International Conference on Communication Systems and Networks, 307-334, 2017
72017
Active distribution learning from indirect samples
S Gupta, G Joshi, O Yağan
2018 56th Annual Allerton Conference on Communication, Control, and …, 2018
62018
Approximate Newton Policy Gradient Algorithms
H Li, S Gupta, H Yu, L Ying, I Dhillon
SIAM Journal on Scientific Computing 45 (5), A2585-A2609, 2023
52023
Correlated combinatorial bandits for online resource allocation
S Gupta, J Zuo, C Joe-Wong, G Joshi, O Yağan
Proceedings of the Twenty-Third International Symposium on Theory …, 2022
52022
Effect of recommendations on serving content with unknown demand
S Gupta, S Moharir
ACM Transactions on Modeling and Performance Evaluation of Computing Systems …, 2019
52019
A unified approach to translate classical bandit algorithms to structured bandits
S Gupta, S Chaudhari, S Mukherjee, G Joshi, O Yağan
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
32021
Structured and Correlated Multi-Armed Bandits: Algorithms, Theory and Applications
S Gupta
Carnegie Mellon University, 2022
22022
An EDA framework for reliability estimation and optimization of combinational circuits
S Grandhi, B Yang, C Spagnol, S Gupta, E Popovici
Journal of Low Power Electronics 12 (3), 242-258, 2016
12016
Bayesian regularization of empirical MDPs
S Gupta, DN Hill, L Ying, I Dhillon
arXiv preprint arXiv:2208.02362, 2022
2022
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Artikler 1–16