conftrace_

stochastic setting

12 papers

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Co-occurring keywords

adversarial setting (45) regret bound (1926) multi-armed bandit (1098) adversarial bandit (59) stochastic bandit (98) online learning (1777) stochastic optimization (1060) feature feedback (5) pareto frontier (24) robust algorithm (11)

Papers

Hierarchical Planning and Learning for Robots in Stochastic Settings Using Zero-Shot Option Invention AAAI 2024
Online Newton Method for Bandit Convex Optimisation Extended Abstract COLT 2024
Improved Robust Algorithms for Learning with Discriminative Feature Feedback AISTATS 2023
Pareto Regret Analyses in Multi-objective Multi-armed Bandit ICML 2023
Simultaneously Learning Stochastic and Adversarial Bandits with General Graph Feedback ICML 2022
Stochastic Online Linear Regression: the Forward Algorithm to Replace Ridge NIPS 2021
Parameter-Free Multi-Armed Bandit Algorithms with Hybrid Data-Dependent Regret Bounds COLT 2021
Online Learning with Abstention ICML 2018
Conservative Bandits ICML 2016
Combinatorial Bandits Revisited NIPS 2015
The Pareto Regret Frontier for Bandits NIPS 2015
Online Learning under Delayed Feedback ICML 2013