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

Efficient and robust algorithms for adversarial linear contextual bandits COLT 2020
Efficient and Robust High-Dimensional Linear Contextual Bandits IJCAI 2020
Adapting to Misspecification in Contextual Bandits NIPS 2020
Online Evaluation of Audiences for Targeted Advertising via Bandit Experiments AAAI 2020
BAR — A Reinforcement Learning Agent for Bounding-Box Automated Refinement AAAI 2020
Online Algorithm for Unsupervised Sequential Selection with Contextual Information NIPS 2020
Adversarial Attacks on Linear Contextual Bandits NIPS 2020
Online Learning in Contextual Bandits using Gated Linear Networks NIPS 2020
Fair Contextual Multi-Armed Bandits: Theory and Experiments UAI 2020
Contextual-Bandit Based Personalized Recommendation with Time-Varying User Interests AAAI 2020
Neural Contextual Bandits with UCB-based Exploration ICML 2020
Online Portfolio Selection with Cardinality Constraint and Transaction Costs based on Contextual Bandit IJCAI 2020
Thompson Sampling via Local Uncertainty ICML 2020
Adaptive Estimator Selection for Off-Policy Evaluation ICML 2020
Distributionally Robust Policy Evaluation and Learning in Offline Contextual Bandits ICML 2020
Multi-Feedback Bandit Learning with Probabilistic Contexts IJCAI 2020
Beyond UCB: Optimal and Efficient Contextual Bandits with Regression Oracles ICML 2020
Stochastic Neural Network with Kronecker Flow AISTATS 2020
Adaptive Exploration in Linear Contextual Bandit AISTATS 2020
Kernel Methods for Cooperative Multi-Agent Contextual Bandits ICML 2020
Structured Linear Contextual Bandits: A Sharp and Geometric Smoothed Analysis ICML 2020
Model Selection for Contextual Bandits NIPS 2019
Optimal Exploitation of Clustering and History Information in Multi-armed Bandit IJCAI 2019
Multi-Objective Generalized Linear Bandits IJCAI 2019
InterSpot: Interactive Spammer Detection in Social Media IJCAI 2019