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Soumya Basu — most-cited papers & profile · Reinforcement Learning
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Soumya Basu
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Most-cited papers
Competing Bandits in Matching Markets via Super Stability
2025
Effective Evaluation using Logged Bandit Feedback from Multiple Loggers
2017
Blocking Bandits
2019
Bandits with Mean Bounds
2020
Contextual Blocking Bandits
2020
Dominate or Delete: Decentralized Competing Bandits in Serial Dictatorship
2020
Stochastic Linear Bandits with Protected Subspace
2020
Beyond łog²(T) Regret for Decentralized Bandits in Matching Markets
2021
Combinatorial Blocking Bandits with Stochastic Delays
2021
Bandits with Stochastic Experts: Constant Regret, Empirical Experts and Episodes
2021
No Regrets for Learning the Prior in Bandits
2021
Competing Bandits in Decentralized Contextual Matching Markets
2024
Top co-authors
Sanjay Shakkottai
· 5
Abishek Sankararaman
· 3
Constantine Caramanis
· 2
Karthik Abinav Sankararaman
· 2
Karthikeyan Shanmugam
· 2
Nihal Sharma
· 2
Orestis Papadigenopoulos
· 2
Rajat Sen
· 2
Aditya Gopalan
· 1
Advait Parulekar
· 1
Alexia Atsidakou
· 1
Aman Agarwal
· 1
Topics
cs.LG
cs.DS
Exploration
stat.ML
cs.IT
math.IT
Offline RL
Policy Gradient
math.ST
stat.TH