Sujay Bhatt
10 papers · 2022–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (24) 🐣 Hot Topic Early Bird 💎 Century Club · Bronze
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Machine Learning
(8)
Optimization & Theory
(5)
Artificial Intelligence
(4)
Mathematics & Optimization
(4)
Core AI
(4)
Reinforcement Learning
(3)
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(3)
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(3)
Optimization
(3)
Deep Learning
(1)
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(1)
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reinforcement learning
(3)
multi-agent system
(2)
mean field game
(2)
sample complexity
(2)
robust estimation
(2)
stochastic approximation
(1)
robust statistics
(1)
sample efficiency
(1)
time series
(1)
model alignment
(1)
continuous control
(1)
minimax estimation
(1)
change detection
(1)
stochastic process
(1)
regret
(1)
markov decision process
(1)
scan statistic
(1)
multi-armed bandit
(1)
regret bound
(1)
reinforcement learning from human feedback
(1)
Papers
Approximate Equivariance in Reinforcement Learning
AISTATS 2025
Collab: Controlled Decoding using Mixture of Agents for LLM Alignment
ICLR 2025
Decentralized Convergence to Equilibrium Prices in Trading Networks
AAAI 2025
Learning in Herding Mean Field Games: Single-Loop Algorithm with Finite-Time Convergence Analysis
AISTATS 2025
Information-Directed Pessimism for Offline Reinforcement Learning
ICML 2024
Oracle-free Reinforcement Learning in Mean-Field Games along a Single Sample Path
AISTATS 2023
Piecewise Stationary Bandits under Risk Criteria
AISTATS 2023
Minimax M-estimation under Adversarial Contamination
ICML 2022
Nearly Optimal Catoni’s M-estimator for Infinite Variance
ICML 2022
Offline change detection under contamination
UAI 2022