conftrace_

expert advice

54 papers

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Co-occurring keywords

online learning (1777) regret bound (1926) multi-armed bandit (1098) learning rate (192) online prediction (32) online algorithm (445) prediction with expert advice (8) prediction algorithm (12) multiplicative weight (16) adversarial learning (1595)

Papers

Budgeted Online Active Learning with Expert Advice and Episodic Priors AAAI 2026
Online Covering with Multiple Experts ALT 2026
Optimal Bounds for Dissatisfaction in Perpetual Voting AAAI 2025
Continuous Prediction with Experts' Advice JMLR 2024
Bandits with Abstention under Expert Advice NIPS 2024
Expert with clustering: Hierarchical online preference learning framework L4DC 2024
Universal Online Convex Optimization with $1$ Projection per Round NIPS 2024
On the Minimax Regret for Contextual Linear Bandits and Multi-Armed Bandits with Expert Advice NIPS 2024
Bandit-Feedback Online Multiclass Classification: Variants and Tradeoffs NIPS 2024
Optimal Prediction Using Expert Advice and Randomized Littlestone Dimension COLT 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 NIPS 2023
Adaptive Selective Sampling for Online Prediction with Experts NIPS 2023
Nonstochastic Bandits and Experts with Arm-Dependent Delays AISTATS 2022
ActiveHedge: Hedge meets Active Learning ICML 2022
A Regret-Variance Trade-Off in Online Learning NIPS 2022
k-experts - Online Policies and Fundamental Limits AISTATS 2022
Learning what to remember ALT 2022
Efficient and Optimal Fixed-Time Regret with Two Experts ALT 2022
Lifelong Learning with Branching Experts ACML 2021
Expert advice problem with noisy low rank loss ACML 2021
Fast rates for prediction with limited expert advice NIPS 2021
Prediction against a limited adversary JMLR 2021
New Potential-Based Bounds for Prediction with Expert Advice COLT 2020
Online Learning with Primary and Secondary Losses NIPS 2020