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

Mitigating Bias in Adaptive Data Gathering via Differential Privacy ICML 2018
More Robust Doubly Robust Off-policy Evaluation ICML 2018
Contextual Combinatorial Multi-armed Bandits with Volatile Arms and Submodular Reward NIPS 2018
Efficient Contextual Bandits in Non-stationary Worlds COLT 2018
Multi-Task Learning for Contextual Bandits NIPS 2017
Online Algorithm Selection IJCAI 2017
Active Learning for Accurate Estimation of Linear Models ICML 2017
Conservative Contextual Linear Bandits NIPS 2017
Horde of Bandits using Gaussian Markov Random Fields AISTATS 2017
Open Problem: First-Order Regret Bounds for Contextual Bandits COLT 2017
Interactive Submodular Bandit NIPS 2017
Corralling a Band of Bandit Algorithms COLT 2017
Contextual Bandits with Latent Confounders: An NMF Approach AISTATS 2017
Mapping Instructions and Visual Observations to Actions with Reinforcement Learning EMNLP 2017
Optimal and Adaptive Off-policy Evaluation in Contextual Bandits ICML 2017
Safety-Aware Algorithms for Adversarial Contextual Bandit ICML 2017
Algorithmic Chaining and the Role of Partial Feedback in Online Nonparametric Learning COLT 2017
Provably Optimal Algorithms for Generalized Linear Contextual Bandits ICML 2017
On Context-Dependent Clustering of Bandits ICML 2017
Context Attentive Bandits: Contextual Bandit with Restricted Context IJCAI 2017
Action Centered Contextual Bandits NIPS 2017
Real-Time Bidding with Side Information NIPS 2017
Random Forest for the Contextual Bandit Problem AISTATS 2016
PAC Reinforcement Learning with Rich Observations NIPS 2016
Linear Contextual Bandits with Knapsacks NIPS 2016