conftrace_

non-stationary bandit

8 papers

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Co-occurring keywords

multi-armed bandit (1098) regret bound (1926) dynamic regret (94) generalized linear bandit (11) minimax regret (74) kernel bandit (4) non-stationary optimization (5) dynamic regret bound (1) randomized strategy (5) weighted strategy (1)

Papers

An Optimization-based Algorithm for Non-stationary Kernel Bandits without Prior Knowledge AISTATS 2023
Revisiting Weighted Strategy for Non-stationary Parametric Bandits AISTATS 2023
A Last Switch Dependent Analysis of Satiation and Seasonality in Bandits AISTATS 2022
Stochastic Rising Bandits ICML 2022
A Technical Note on Non-Stationary Parametric Bandits: Existing Mistakes and Preliminary Solutions ALT 2021
Randomized Exploration for Non-Stationary Stochastic Linear Bandits UAI 2020
Achieving Optimal Dynamic Regret for Non-stationary Bandits without Prior Information COLT 2019
Adaptively Tracking the Best Bandit Arm with an Unknown Number of Distribution Changes COLT 2019