Jayakrishnan Nair

3 papers · 2019–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🏃 Academic Marathon (6) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (15)

Conferences

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

Top co-authors

Krishna Jagannathan (2) Anmol Kagrecha (2) Kumar Ashutosh (1) Nikhil Karamchandani (1) Kushal Kejriwal (1)

Keywords

multi-armed bandit (2) sample complexity (1) regret minimization (1) asymptotic analysis (1) asymptotic optimality (1) confidence interval (1) statistical robustness (1) optimal arm identification (1) learning theory (1) fixed confidence (1)

Papers

On the Asymptotic Optimality of Confidence Interval Based Algorithms for Fixed Confidence MABs AAAI 2025

Bandit algorithms: Letting go of logarithmic regret for statistical robustness AISTATS 2021

Distribution oblivious, risk-aware algorithms for multi-armed bandits with unbounded rewards NIPS 2019