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James T. Wilson

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Stopping Bayesian Optimization with Probabilistic Regret Bounds

Feb 26, 2024
James T. Wilson

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A Unifying Variational Framework for Gaussian Process Motion Planning

Sep 02, 2023
Lucas Cosier, Rares Iordan, Sicelukwanda Zwane, Giovanni Franzese, James T. Wilson, Marc Peter Deisenroth, Alexander Terenin, Yasemin Bekiroglu

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Pathwise Conditioning of Gaussian Processes

Nov 08, 2020
James T. Wilson, Viacheslav Borovitskiy, Alexander Terenin, Peter Mostowsky, Marc Peter Deisenroth

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Efficiently sampling functions from Gaussian process posteriors

Feb 21, 2020
James T. Wilson, Viacheslav Borovitskiy, Alexander Terenin, Peter Mostowsky, Marc Peter Deisenroth

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Maximizing acquisition functions for Bayesian optimization

May 25, 2018
James T. Wilson, Frank Hutter, Marc Peter Deisenroth

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The reparameterization trick for acquisition functions

Dec 01, 2017
James T. Wilson, Riccardo Moriconi, Frank Hutter, Marc Peter Deisenroth

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Compressing Convolutional Neural Networks

Jun 14, 2015
Wenlin Chen, James T. Wilson, Stephen Tyree, Kilian Q. Weinberger, Yixin Chen

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Compressing Neural Networks with the Hashing Trick

Apr 19, 2015
Wenlin Chen, James T. Wilson, Stephen Tyree, Kilian Q. Weinberger, Yixin Chen

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