conftrace_

multi-armed bandit

1098 papers

Explore in graph

Also known as

MAB

Co-occurring keywords

regret bound (1926) online learning (1777) stochastic optimization (1060) thompson sampling (237) upper confidence bound (197) regret minimization (315) online algorithm (445) sample complexity (1169) contextual bandit (381) best arm identification (85)

Papers

On Conditional Versus Marginal Bias in Multi-Armed Bandits ICML 2020
Regret Minimisation in Multi-Armed Bandits Using Bounded Arm Memory AAAI 2020
Graphical Models Meet Bandits: A Variational Thompson Sampling Approach ICML 2020
Robust Outlier Arm Identification ICML 2020
The True Sample Complexity of Identifying Good Arms AISTATS 2020
On Approximate Thompson Sampling with Langevin Algorithms ICML 2020
Concentration bounds for CVaR estimation: The cases of light-tailed and heavy-tailed distributions ICML 2020
Online Learning for Active Cache Synchronization ICML 2020
(Locally) Differentially Private Combinatorial Semi-Bandits ICML 2020
My Fair Bandit: Distributed Learning of Max-Min Fairness with Multi-player Bandits ICML 2020
Exploratory Grasping: Asymptotically Optimal Algorithms for Grasping Challenging Polyhedral Objects CORL 2020
Regret Bound for Safe Gaussian Process Bandit Optimization L4DC 2020
Thompson Sampling for Unsupervised Sequential Selection ACML 2020
Multi-Source Domain Adaptation for Text Classification via DistanceNet-Bandits AAAI 2020
Linear Bandits with Feature Feedback AAAI 2020
An Optimal Algorithm for Adversarial Bandits with Arbitrary Delays AISTATS 2020
A Farewell to Arms: Sequential Reward Maximization on a Budget with a Giving Up Option AISTATS 2020
Online Batch Decision-Making with High-Dimensional Covariates AISTATS 2020
A single algorithm for both restless and rested rotting bandits AISTATS 2020
Neuron Shapley: Discovering the Responsible Neurons NIPS 2020
Finding All $\epsilon$-Good Arms in Stochastic Bandits NIPS 2020
Thresholding Bandit Problem with Both Duels and Pulls AISTATS 2020
Competing Bandits in Matching Markets AISTATS 2020
Contextual Combinatorial Volatile Multi-armed Bandit with Adaptive Discretization AISTATS 2020
Multi-Player Bandits: The Adversarial Case JMLR 2020