conftrace_

second-order bound

6 papers

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Co-occurring keywords · papers mentioning both

regret bound (4) contextual bandit (2) expert aggregation (1) online aggregation (1) expert prediction (1) excess loss (1) optimism in the face of uncertainty (1) quantile bound (1) combinatorial decision (1) normal hedge (1)

Papers

Second Order Bounds for Contextual Bandits with Function Approximation ICLR 2025 Universal Online Convex Optimization Meets Second-order Bounds JMLR 2025 More Benefits of Being Distributional: Second-Order Bounds for Reinforcement Learning ICML 2024 Open Problem: Second order regret bounds based on scaling time COLT 2016 Second-order Quantile Methods for Experts and Combinatorial Games COLT 2015 A second-order bound with excess losses COLT 2014