conftrace_

bandit algorithm

108 papers

Explore in graph

Co-occurring keywords

regret bound (1926) multi-armed bandit (1098) online learning (1777) stochastic optimization (1060) contextual bandit (381) bayesian optimization (624) sample complexity (1169) dueling bandit (57) regret minimization (315) best arm identification (85)

Papers

Improved Regret for Zeroth-Order Stochastic Convex Bandits COLT 2021
Preference-based Online Learning with Dueling Bandits: A Survey JMLR 2021
BanditMTL: Bandit-based Multi-task Learning for Text Classification ACL 2021
Parametric Graph for Unimodal Ranking Bandit ICML 2021
Epsilon Best Arm Identification in Spectral Bandits IJCAI 2021
UCB-based Algorithms for Multinomial Logistic Regression Bandits NIPS 2021
Stochastic Dueling Bandits with Adversarial Corruption ALT 2021
On Information Gain and Regret Bounds in Gaussian Process Bandits AISTATS 2021
Statistical Inference with M-Estimators on Adaptively Collected Data NIPS 2021
Hybrid Regret Bounds for Combinatorial Semi-Bandits and Adversarial Linear Bandits NIPS 2021
Towards Hands-Free Visual Dialog Interactive Recommendation AAAI 2020
Bandit Samplers for Training Graph Neural Networks NIPS 2020
Optimal Best-arm Identification in Linear Bandits NIPS 2020
From PAC to Instance-Optimal Sample Complexity in the Plackett-Luce Model ICML 2020
A Near-Optimal Change-Detection Based Algorithm for Piecewise-Stationary Combinatorial Semi-Bandits AAAI 2020
Efficient Contextual Bandits with Continuous Actions NIPS 2020
Bandit Linear Control NIPS 2020
Provably Efficient Online Hyperparameter Optimization with Population-Based Bandits NIPS 2020
Analysis and Design of Thompson Sampling for Stochastic Partial Monitoring NIPS 2020
Choice Bandits NIPS 2020
Zeroth Order Non-convex optimization with Dueling-Choice Bandits UAI 2020
Low-Rank Bandit Methods for High-Dimensional Dynamic Pricing NIPS 2019
BubbleRank: Safe Online Learning to Re-Rank via Implicit Click Feedback UAI 2019
Improved Regret Bounds for Bandit Combinatorial Optimization NIPS 2019
Noisy Blackbox Optimization using Multi-fidelity Queries: A Tree Search Approach AISTATS 2019