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bandit algorithm

108 papers

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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

FIESTA: Fast IdEntification of State-of-The-Art models using adaptive bandit algorithms ACL 2019
No-Regret Learning in Unknown Games with Correlated Payoffs NIPS 2019
Connections Between Mirror Descent, Thompson Sampling and the Information Ratio NIPS 2019
On the Performance of Thompson Sampling on Logistic Bandits COLT 2019
Online Influence Maximization with Local Observations ALT 2019
MaxGap Bandit: Adaptive Algorithms for Approximate Ranking NIPS 2019
PAC Battling Bandits in the Plackett-Luce Model ALT 2019
Thresholding Bandit with Optimal Aggregate Regret NIPS 2019
Mitigating Bias in Adaptive Data Gathering via Differential Privacy ICML 2018
Advancements in Dueling Bandits IJCAI 2018
Hyperband: A Novel Bandit-Based Approach to Hyperparameter Optimization JMLR 2018
Bandit Online Learning on Graphs via Adaptive Optimization IJCAI 2018
Adaptation to Easy Data in Prediction with Limited Advice NIPS 2018
A Better Resource Allocation Algorithm with Semi-Bandit Feedback ALT 2018
Practical Contextual Bandits with Regression Oracles ICML 2018
Efficient Online Bandit Multiclass Learning with $\tilde{O}(\sqrt{T})$ Regret ICML 2017
Bernoulli Rank-1 Bandits for Click Feedback IJCAI 2017
Model-Independent Online Learning for Influence Maximization ICML 2017
Identifying Outlier Arms in Multi-Armed Bandit NIPS 2017
Corralling a Band of Bandit Algorithms COLT 2017
Copeland Dueling Bandits NIPS 2015
Online Clustering of Bandits ICML 2014
Extreme bandits NIPS 2014
Improving offline evaluation of contextual bandit algorithms via bootstrapping techniques ICML 2014
Adaptive Crowdsourcing Algorithms for the Bandit Survey Problem COLT 2013