decision-theoretic learning

regret bound (1926) online learning (1777) learning rate adaptation (10) decision-theoretic online learning (2) multi-armed bandit (1098) learning rate (192) adaptive algorithm (114) expected loss (9) approximate triangle inequality (1) instance-dependent rate (1)