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Yinglun Zhu

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

* 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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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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