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Picture for James T. Wilson

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

* Accepted at the NIPS 2017 Workshop on Bayesian Optimization (BayesOpt 2017) 

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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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