33 citations · 51 across the 14 of their papers we have counts for
Showing cs.ITShow all
2 papers · 1 filter
cs.IT2026
Regret Tail Characterization of Optimal Bandit Algorithms with Generic Rewards
Subhodip Panda, Shubhada Agrawal
We study the tail behavior of regret in stochastic multi-armed bandits for algorithms that are asymptotically optimal in expectation. While minimizing expected regret is the classi…
cs.IT2026
Dual Representation of Minimum Divergence Under Integral Constraints
Shubhanshu Shekhar, Shubhada Agrawal
Minimum divergence problems under integral constraints appear throughout statistics and probability, including sequential inference, bandit theory, and distributionally robust opti…