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Roman Garnett

Washington University in St. Louis

Efficient nonmyopic Bayesian optimization and quadrature

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Oct 16, 2019
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D-VAE: A Variational Autoencoder for Directed Acyclic Graphs

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May 30, 2019
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Automated Model Selection with Bayesian Quadrature

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Mar 01, 2019
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Efficient nonmyopic active search with applications in drug and materials discovery

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Nov 23, 2018
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Improving Quadrature for Constrained Integrands

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Oct 08, 2018
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Exact Sampling from Determinantal Point Processes

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Apr 17, 2018
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Active Search for Sparse Signals with Region Sensing

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Dec 02, 2016
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Anomaly Detection and Removal Using Non-Stationary Gaussian Processes

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Jul 02, 2015
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Differentially Private Bayesian Optimization

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Feb 23, 2015
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Sampling for Inference in Probabilistic Models with Fast Bayesian Quadrature

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Nov 03, 2014
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