2026
Risk level dependent Minimax Quantile lower bounds for Interactive Statistical Decision Making
ICASSP 2026poster
Minimax risk and regret focus on expectation, missing rare failures critical in safety-critical bandits and reinforcement learning. Minimax quantiles capture these tails. Three strands of prior work motivate this study: minimax-quantile bounds restricted to non-interactive estimation; unified intera…