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Benjamin Van Roy

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Sample Complexity versus Depth: An Information Theoretic Analysis

Mar 04, 2022
Hong Jun Jeon, Benjamin Van Roy

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An Analysis of Ensemble Sampling

Mar 02, 2022
Chao Qin, Zheng Wen, Xiuyuan Lu, Benjamin Van Roy

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Evaluating High-Order Predictive Distributions in Deep Learning

Feb 28, 2022
Ian Osband, Zheng Wen, Seyed Mohammad Asghari, Vikranth Dwaracherla, Xiuyuan Lu, Benjamin Van Roy

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Gaussian Imagination in Bandit Learning

Jan 30, 2022
Yueyang Liu, Adithya M. Devraj, Benjamin Van Roy, Kuang Xu

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The Value of Information When Deciding What to Learn

Oct 26, 2021
Dilip Arumugam, Benjamin Van Roy

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Evaluating Predictive Distributions: Does Bayesian Deep Learning Work?

Oct 09, 2021
Ian Osband, Zheng Wen, Seyed Mohammad Asghari, Vikranth Dwaracherla, Botao Hao, Morteza Ibrahimi, Dieterich Lawson, Xiuyuan Lu, Brendan O'Donoghue, Benjamin Van Roy

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Deep Exploration for Recommendation Systems

Sep 26, 2021
Zheqing Zhu, Benjamin Van Roy

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Evaluating Probabilistic Inference in Deep Learning: Beyond Marginal Predictions

Jul 20, 2021
Xiuyuan Lu, Ian Osband, Benjamin Van Roy, Zheng Wen

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Epistemic Neural Networks

Jul 19, 2021
Ian Osband, Zheng Wen, Mohammad Asghari, Morteza Ibrahimi, Xiyuan Lu, Benjamin Van Roy

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