conftrace_

contextual bandit

381 papers

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Also known as

CB

Co-occurring keywords

regret bound (1926) online learning (1777) multi-armed bandit (1098) thompson sampling (237) upper confidence bound (197) online algorithm (445) off-policy evaluation (144) linear bandit (124) reinforcement learning (4352) recommendation system (294)

Papers

Thompson Sampling for Multinomial Logit Contextual Bandits NIPS 2019
From Complexity to Simplicity: Adaptive ES-Active Subspaces for Blackbox Optimization NIPS 2019
Dynamic Incentive-Aware Learning: Robust Pricing in Contextual Auctions NIPS 2019
Efficient Linear Bandits through Matrix Sketching AISTATS 2019
A New Algorithm for Non-stationary Contextual Bandits: Efficient, Optimal and Parameter-free COLT 2019
Contextual bandits with continuous actions: Smoothing, zooming, and adapting COLT 2019
Using Contextual Bandits with Behavioral Constraints for Constrained Online Movie Recommendation IJCAI 2018
A Smoothed Analysis of the Greedy Algorithm for the Linear Contextual Bandit Problem NIPS 2018
PG-TS: Improved Thompson Sampling for Logistic Contextual Bandits NIPS 2018
BanditSum: Extractive Summarization as a Contextual Bandit EMNLP 2018
Contextual Bandits for Adapting Treatment in a Mouse Model of de Novo Carcinogenesis MLHC 2018
Differentially Private Contextual Linear Bandits NIPS 2018
Multi-objective Contextual Bandit Problem with Similarity Information AISTATS 2018
Contextual bandits with surrogate losses: Margin bounds and efficient algorithms NIPS 2018
Learning Structural Weight Uncertainty for Sequential Decision-Making AISTATS 2018
Online Learning with an Unknown Fairness Metric NIPS 2018
Policy Evaluation and Optimization with Continuous Treatments AISTATS 2018
The Externalities of Exploration and How Data Diversity Helps Exploitation COLT 2018
Make the Minority Great Again: First-Order Regret Bound for Contextual Bandits ICML 2018
Variational inference for the multi-armed contextual bandit AISTATS 2018
Practical Contextual Bandits with Regression Oracles ICML 2018
Contextual Bandits with Stochastic Experts AISTATS 2018
Bandit Learning with Implicit Feedback NIPS 2018
Problem Dependent Reinforcement Learning Bounds Which Can Identify Bandit Structure in MDPs ICML 2018
Semiparametric Contextual Bandits ICML 2018