Sujay Bhatt

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 36

Top Topics

Policy Gradient

Reinforcement Learning

Information Fusion

Top Venues

IEEE Trans. Signal Inf. Process. over Networks

Publications

Alec Koppel, Joe Eappen, Sujay Bhatt, Cole Hawkins, Sumitra Ganesh
Online MCMC Thinning with Kernelized Stein Discrepancy. SIAM J. Math. Data Sci. 6 (1) (2024)
Muhammad Aneeq uz Zaman, Alec Koppel, Sujay Bhatt, Tamer Basar
Oracle-free Reinforcement Learning in Mean-Field Games along a Single Sample Path. AISTATS (2023)
Sihan Zeng, Sujay Bhatt, Eleonora Kreacic, Parisa Hassanzadeh, Alec Koppel, Sumitra Ganesh
Near-Optimal Fair Resource Allocation for Strategic Agents without Money: A Data-Driven Approach. CoRR (2023)
Sujay Bhatt, Ping Li, Gennady Samorodnitsky
Extreme Bandits Using Robust Statistics. IEEE Trans. Inf. Theory 69 (3) (2023)
Sujay Bhatt, Guanhua Fang, Ping Li
Piecewise Stationary Bandits under Risk Criteria. AISTATS (2023)
Sujay Bhatt, Guanhua Fang, Ping Li, Gennady Samorodnitsky
Nearly Optimal Catoni's M-estimator for Infinite Variance. ICML (2022)
Sujay Bhatt, Guanhua Fang, Ping Li
Offline change detection under contamination. UAI (2022)
Sujay Bhatt, Guanhua Fang, Ping Li, Gennady Samorodnitsky
Catoni-style Confidence Sequences under Infinite Variance. CoRR (2022)
Muhammad Aneeq uz Zaman, Alec Koppel, Sujay Bhatt, Tamer Basar
Oracle-free Reinforcement Learning in Mean-Field Games along a Single Sample Path. CoRR (2022)
Sujay Bhatt, Guanhua Fang, Ping Li, Gennady Samorodnitsky
Minimax M-estimation under Adversarial Contamination. ICML (2022)
Sujay Bhatt, Guanhua Fang, Ping Li, Gennady Samorodnitsky
Regret Analysis for RL using Renewal Bandit Feedback. ITW (2022)
Muhammad Aneeq uz Zaman, Sujay Bhatt, Tamer Basar
Adversarial Linear-Quadratic Mean-Field Games over Multigraphs. CoRR (2021)
Muhammad Aneeq uz Zaman, Sujay Bhatt, Tamer Basar
Adversarial Linear-Quadratic Mean-Field Games over Multigraphs. CDC (2021)
Sujay Bhatt, Weichao Mao, Alec Koppel, Tamer Basar
Semiparametric Information State Embedding for Policy Search under Imperfect Information. CDC (2021)
Sujay Bhatt, Ping Li, Gennady Samorodnitsky
Extreme Bandits using Robust Statistics. CoRR (2021)
Sujay Bhatt, Vikram Krishnamurthy
Controlled Sequential Information Fusion With Social Sensors. IEEE Trans. Autom. Control. 66 (12) (2021)
Sujay Bhatt, Tamer Basar
Streisand Games on Complex Social Networks. CDC (2020)
Muhammad Aneeq uz Zaman, Sujay Bhatt, Tamer Basar
Secure Discrete-Time Linear-Quadratic Mean-Field Games. GameSec (2020)
Sujay Bhatt, Alec Koppel, Vikram Krishnamurthy
Policy Gradient using Weak Derivatives for Reinforcement Learning. CoRR (2020)
Sujay Bhatt, Alec Koppel, Vikram Krishnamurthy
Policy Gradient using Weak Derivatives for Reinforcement Learning. CISS (2019)
Sujay Bhatt, Vikram Krishnamurthy
Adaptive Polling in Hierarchical Social Networks Using Blackwell Dominance. IEEE Trans. Signal Inf. Process. over Networks 5 (3) (2019)
Sujay Bhatt, Alec Koppel, Vikram Krishnamurthy
Policy Gradient using Weak Derivatives for Reinforcement Learning. CDC (2019)
Sujay Bhatt, Buddhika Nettasinghe, Vikram Krishnamurthy
Efficient Polling Algorithms using Friendship Paradox and Blackwell Dominance. FUSION (2019)
Sujay Bhatt, Vikram Krishnamurthy
Adaptive Polling in Hierarchical Social Networks using Blackwell Dominance. CoRR (2018)
Vikram Krishnamurthy, Anup Aprem, Sujay Bhatt
Multiple stopping time POMDPs: Structural results & application in interactive advertising on social media. Autom. 95 (2018)
Sujay Bhatt, Vikram Krishnamurthy, Muralidhar Rangaswamy
Controlled Sentiment Sampling for Information Fusion in Social Networks. FUSION (2018)
Vikram Krishnamurthy, Anup Aprem, Sujay Bhatt
Multiple Stopping Time POMDPs: Structural Results & Application in Interactive Advertising in Social Media. CoRR (2017)
Sujay Bhatt, Vikram Krishnamurthy
Controlled information fusion with risk-averse CVaR social sensors. CDC (2017)
Vikram Krishnamurthy, Sujay Bhatt, Tavis Pedersen
Tracking Infection Diffusion in Social Networks: Filtering Algorithms and Threshold Bounds. IEEE Trans. Signal Inf. Process. over Networks 3 (2) (2017)
Sujay Bhatt, Vikram Krishnamurthy
Controlled Sequential Information Fusion with Social Sensors. CoRR (2017)
Sujay Bhatt, Vikram Krishnamurthy
Incentivized Information Fusion with Social Sensors. SIGMETRICS Perform. Evaluation Rev. 45 (3) (2017)
Sujay Bhatt, Vikram Krishnamurthy
Controlled Information Fusion with Risk-Averse CVaR Social Sensors. CoRR (2017)
Vikram Krishnamurthy, Sujay Bhatt, Tavis Pedersen
Tracking Infection Diffusion in Social Networks: Filtering Algorithms and Threshold Bounds. CoRR (2016)
Vikram Krishnamurthy, Anup Aprem, Sujay Bhatt
Opportunistic Advertisement Scheduling in Live Social Media: A Multiple Stopping Time POMDP Approach. CoRR (2016)
Vikram Krishnamurthy, Sujay Bhatt
Sequential Detection of Market Shocks With Risk-Averse CVaR Social Sensors. IEEE J. Sel. Top. Signal Process. 10 (6) (2016)
Vikram Krishnamurthy, Anup Aprem, Sujay Bhatt
Multiple stopping time POMDPs: Structural results. Allerton (2016)