Samarth Gupta

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Osman YaganResearch Professor, Dept. of ECE, Carnegie Mellon UniversityVerified email at andrew.cmu.edu
Gauri JoshiCarnegie Mellon UniversityVerified email at andrew.cmu.edu
Shreyas ChaudhariUniversity of Massachusetts AmherstVerified email at cs.umass.edu
Sharayu MoharirAssociate Professor, Department of Electrical Engineering, IIT BombayVerified email at ee.iitb.ac.in
Yae Jee ChoCarnegie Mellon UniversityVerified email at andrew.cmu.edu
Subhojyoti MukherjeeUniversity of Wisconsin MadisonVerified email at wisc.edu
Lexing YingProfessor of Mathematics, Stanford UniversityVerified email at stanford.edu
Inderjit S. DhillonDistinguished Scientist at Google & Professor of Computer Science at UT Austin, Ex-VP at AmazonVerified email at cs.utexas.edu
Hsiang-Fu YuPrincipal Applied Scientist at AmazonVerified email at cs.utexas.edu
Haoya LiStanford UniversityVerified email at stanford.edu
Jinhang ZuoAssistant Professor of Computer Science, City University of Hong KongVerified email at cityu.edu.hk
Carlee Joe-WongRobert E. Doherty Associate Professor, Carnegie Mellon UniversityVerified email at andrew.cmu.edu
Christian Spagnolsenior post doc at university college corkVerified email at ue.ucc.ie
Emanuel M. PopoviciElectrical and Electronic Engineering, University College Cork, IrelandVerified email at ucc.ie
Daniel N. HillMeta.comVerified email at meta.com
Satish GrandhiRivos

Samarth Gupta

Applied Scientist at Amazon | Carnegie Mellon University PhD

Verified email at andrew.cmu.edu - Homepage

Online learning Statistical Inference Statistical Machine Learning Multi-Armed Bandits


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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	80	2020
Multi-Armed Bandits with Correlated Arms S Gupta, S Chaudhari, G Joshi, O Yağan IEEE Transactions on Information Theory, 2021, 2021	63	2021
Correlated multi-armed bandits with a latent random source S Gupta, G Joshi, O Yağan ICASSP 2020, 2018	33	2018
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	29*	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	15	2017
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	9	2021
Quasi-Newton policy gradient algorithms H Li, S Gupta, H Yu, L Ying, I Dhillon arXiv preprint arXiv:2110.02398, 2021	7*	2021
Active distribution learning from indirect samples S Gupta, G Joshi, O Yağan 2018 56th Annual Allerton Conference on Communication, Control, and …, 2018	6	2018
Modeling request patterns in vod services with recommendation systems S Gupta, S Moharir International Conference on Communication Systems and Networks, 307-334, 2017	6	2017
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	5	2022
Effect of recommendations on serving content with unknown demand S Gupta, S Moharir ACM Transactions on Modeling and Performance Evaluation of Computing Systems …, 2019	5	2019
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	4	2023
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	3	2021
Structured and Correlated Multi-Armed Bandits: Algorithms, Theory and Applications S Gupta Carnegie Mellon University, 2022	2	2022
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	1	2016
Bayesian regularization of empirical MDPs S Gupta, DN Hill, L Ying, I Dhillon arXiv preprint arXiv:2208.02362, 2022		2022

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