Nair, Jayakrishnan

4 publications

AAAI 2025 On the Asymptotic Optimality of Confidence Interval Based Algorithms for Fixed Confidence MABs Kushal Kejriwal, Nikhil Karamchandani, Jayakrishnan Nair

MLJ 2023 Constrained Regret Minimization for Multi-Criterion Multi-Armed Bandits Anmol Kagrecha, Jayakrishnan Nair, Krishna Jagannathan

AISTATS 2021 Bandit Algorithms: Letting Go of Logarithmic Regret for Statistical Robustness Kumar Ashutosh, Jayakrishnan Nair, Anmol Kagrecha, Krishna Jagannathan

NeurIPS 2019 Distribution Oblivious, Risk-Aware Algorithms for Multi-Armed Bandits with Unbounded Rewards Anmol Kagrecha, Jayakrishnan Nair, Krishna Jagannathan