expert advice

Adaptive Learning Rates with Surrogate Probability for Follow-the-Perturbed-Leader COLT 2026 A Tight Lower Bound for Non-stochastic Multi-armed Bandits with Expert Advice COLT 2026 Budgeted Online Active Learning with Expert Advice and Episodic Priors AAAI 2026 Expert Advice with Costly Observations UAI 2026 Online Covering with Multiple Experts ALT 2026 Deterministic Apple Tasting COLT 2025 Faster Rates for Private Adversarial Bandits ICML 2025 Optimal Bounds for Dissatisfaction in Perpetual Voting AAAI 2025 Tracking The Best Expert Privately ICML 2025 Bandit-Feedback Online Multiclass Classification: Variants and Tradeoffs NeurIPS 2024 Bandits with Abstention under Expert Advice NeurIPS 2024 Continuous Prediction with Experts' Advice JMLR 2024 Expert with clustering: Hierarchical online preference learning framework L4DC 2024 On Interpolating Experts and Multi-Armed Bandits ICML 2024 On the Minimax Regret for Contextual Linear Bandits and Multi-Armed Bandits with Expert Advice NeurIPS 2024 Universal Online Convex Optimization with $1$ Projection per Round NeurIPS 2024 Adaptive Selective Sampling for Online Prediction with Experts NeurIPS 2023 Ask an Expert: Leveraging Language Models to Improve Strategic Reasoning in Goal-Oriented Dialogue Models ACL 2023 No-Regret Online Prediction with Strategic Experts NeurIPS 2023 Optimal Prediction Using Expert Advice and Randomized Littlestone Dimension COLT 2023 ActiveHedge: Hedge meets Active Learning ICML 2022 A Regret-Variance Trade-Off in Online Learning NeurIPS 2022 Efficient and Optimal Fixed-Time Regret with Two Experts ALT 2022 k-experts - Online Policies and Fundamental Limits AISTATS 2022 Learning what to remember ALT 2022