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

Linear Stochastic Bandits Under Safety Constraints NIPS 2019
Problem-dependent Regret Bounds for Online Learning with Feedback Graphs UAI 2019
Censored Semi-Bandits: A Framework for Resource Allocation with Censored Feedback NIPS 2019
Batched Multi-armed Bandits Problem NIPS 2019
Finding the bandit in a graph: Sequential search-and-stop AISTATS 2019
Decentralized Cooperative Stochastic Bandits NIPS 2019
Top Feasible Arm Identification AISTATS 2019
Blocking Bandits NIPS 2019
Phase Transitions and Cyclic Phenomena in Bandits with Switching Constraints NIPS 2019
FIESTA: Fast IdEntification of State-of-The-Art models using adaptive bandit algorithms ACL 2019
Thresholding Bandit with Optimal Aggregate Regret NIPS 2019
On the Optimality of Perturbations in Stochastic and Adversarial Multi-armed Bandit Problems NIPS 2019
Thompson Sampling with Information Relaxation Penalties NIPS 2019
Thompson Sampling Guided Stochastic Searching on the Line for Deceptive Environments with Applications to Root-Finding Problems JMLR 2019
Delay and Cooperation in Nonstochastic Bandits JMLR 2019
Optimal Testing in the Experiment-rich Regime AISTATS 2019
Bandits with Feedback Graphs and Switching Costs NIPS 2019
Making the Cut: A Bandit-based Approach to Tiered Interviewing NIPS 2019
Decentralized Exploration in Multi-Armed Bandits ICML 2019
PAC Identification of Many Good Arms in Stochastic Multi-Armed Bandits ICML 2019
Regret Bounds for Thompson Sampling in Episodic Restless Bandit Problems NIPS 2019
Pure Exploration with Multiple Correct Answers NIPS 2019
Are sample means in multi-armed bandits positively or negatively biased? NIPS 2019
Optimal Best Markovian Arm Identification with Fixed Confidence NIPS 2019
Individual Regret in Cooperative Nonstochastic Multi-Armed Bandits NIPS 2019