Arpan Mukherjee

3 papers · 2021–2026 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🏃 Academic Marathon (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (14)

Conferences

AAAI (1) AISTATS (1) NIPS (1)

Top co-authors

Ali Tajer (2) Deniz Gündüz (1) Payel Das (1) Meltem Tatlı (1) Marcello Bullo (1) Karthikeyan Shanmugam (1) Pin-Yu Chen (1) Prashanth L. A. (1)

Keywords

sample complexity (1) reinforcement learning from human feedback (1) best arm identification (1) preference modeling (1) reward model (1) group fairness (1) minority group (1) multi-arm bandit (1) reward contamination (1) sub-gaussian bandit (1)

Papers

SharedRep-RLHF: A Shared Representation Approach to RLHF with Diverse Preferences AAAI 2026

Risk-sensitive Bandits: Arm Mixture Optimality and Regret-efficient Algorithms AISTATS 2025

Mean-based Best Arm Identification in Stochastic Bandits under Reward Contamination NIPS 2021