conftrace_

generalized linear bandit

11 papers

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Also known as

GLB

Co-occurring keywords

regret bound (1926) thompson sampling (237) online learning (1777) bandit algorithm (108) non-stationary bandit (8) stochastic bandit (98) optimistic algorithm (35) multi-armed bandit (1098) sequential decision-making (94) subgaussian distribution (8)

Papers

Exploration via linearly perturbed loss minimisation AISTATS 2024
Almost Free: Self-concordance in Natural Exponential Families and an Application to Bandits NIPS 2024
Revisiting Weighted Strategy for Non-stationary Parametric Bandits AISTATS 2023
Efficient Algorithms for Generalized Linear Bandits with Heavy-tailed Rewards NIPS 2023
Delayed Feedback in Generalised Linear Bandits Revisited AISTATS 2023
A Technical Note on Non-Stationary Parametric Bandits: Existing Mistakes and Preliminary Solutions ALT 2021
UCB-based Algorithms for Multinomial Logistic Regression Bandits NIPS 2021
Low-Rank Generalized Linear Bandit Problems AISTATS 2021
Self-Concordant Analysis of Generalized Linear Bandits with Forgetting AISTATS 2021
Randomized Exploration in Generalized Linear Bandits AISTATS 2020
Scalable Generalized Linear Bandits: Online Computation and Hashing NIPS 2017