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Infinite Action Contextual Bandits with Reusable Data Exhaust


Feb 16, 2023
Mark Rucker, Yinglun Zhu, Paul Mineiro

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Active Learning with Neural Networks: Insights from Nonparametric Statistics


Oct 15, 2022
Yinglun Zhu, Robert Nowak

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* To appear at NeurIPS 2022 

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Contextual Bandits with Smooth Regret: Efficient Learning in Continuous Action Spaces


Jul 12, 2022
Yinglun Zhu, Paul Mineiro

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* To appear at ICML 2022 

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Contextual Bandits with Large Action Spaces: Made Practical


Jul 12, 2022
Yinglun Zhu, Dylan J. Foster, John Langford, Paul Mineiro

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* To appear at ICML 2022 

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Efficient Active Learning with Abstention


Mar 31, 2022
Yinglun Zhu, Robert Nowak

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Near Instance Optimal Model Selection for Pure Exploration Linear Bandits


Sep 10, 2021
Yinglun Zhu, Julian Katz-Samuels, Robert Nowak

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Pure Exploration in Kernel and Neural Bandits


Jun 22, 2021
Yinglun Zhu, Dongruo Zhou, Ruoxi Jiang, Quanquan Gu, Rebecca Willett, Robert Nowak

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Pareto Optimal Model Selection in Linear Bandits


Feb 12, 2021
Yinglun Zhu, Robert Nowak

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Robust Outlier Arm Identification


Sep 21, 2020
Yinglun Zhu, Sumeet Katariya, Robert Nowak

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* Full version of our ICML 2020 paper 

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On Regret with Multiple Best Arms


Jun 26, 2020
Yinglun Zhu, Robert Nowak

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