conftrace_

stochastic online learning

5 papers

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Co-occurring keywords · papers mentioning both

regret bound (4) multi-armed bandit (4) online learning (4) feedback graph (2) stochastic optimization (2) instance-dependent regret (1) probabilistic graph (1) two-stage least square (1) voting bandit (1) gap-dependent rate (1)

Papers

Stochastic Online Instrumental Variable Regression: Regrets for Endogeneity and Bandit Feedback AAAI 2025 Open Problem: Optimal Rates for Stochastic Decision-Theoretic Online Learning Under Differentially Privacy COLT 2024 Open Problem: Finite-Time Instance Dependent Optimality for Stochastic Online Learning with Feedback Graphs COLT 2022 Stochastic Online Learning with Probabilistic Graph Feedback AAAI 2020 Generic Exploration and K-armed Voting Bandits ICML 2013