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linear contextual bandit

32 papers

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Also known as

LCB

Co-occurring keywords · papers mentioning both

regret bound (24) contextual bandit (16) online learning (8) linear bandit (5) federated learning (5) multi-armed bandit (4) regret minimization (4) differential privacy (4) sublinear regret (3) representation learning (3)

Papers

Federated Linear Contextual Bandits NeurIPS 2021 Leveraging Good Representations in Linear Contextual Bandits ICML 2021 Online Limited Memory Neural-Linear Bandits with Likelihood Matching ICML 2021 OSOM: A simultaneously optimal algorithm for multi-armed and linear contextual bandits AISTATS 2020 Stochastic Linear Contextual Bandits with Diverse Contexts AISTATS 2020 Nearly Minimax-Optimal Regret for Linearly Parameterized Bandits COLT 2019 A Smoothed Analysis of the Greedy Algorithm for the Linear Contextual Bandit Problem NeurIPS 2018