James T. Wilson

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 11

Top Topics

Sparse Approximation

Gaussian Process

Top Venues

Publications

James T. Wilson
Stopping Bayesian Optimization with Probabilistic Regret Bounds. CoRR (2024)
Lucas Cosier, Rares Iordan, Sicelukwanda N. T. Zwane, Giovanni Franzese, James T. Wilson, Marc Peter Deisenroth, Alexander Terenin, Yasemin Bekiroglu
A Unifying Variational Framework for Gaussian Process Motion Planning. AISTATS (2024)
Lucas Cosier, Rares Iordan, Sicelukwanda Zwane, Giovanni Franzese, James T. Wilson, Marc Peter Deisenroth, Alexander Terenin, Yasemin Bekiroglu
A Unifying Variational Framework for Gaussian Process Motion Planning. CoRR (2023)
James T. Wilson, Viacheslav Borovitskiy, Alexander Terenin, Peter Mostowsky, Marc Peter Deisenroth
Pathwise Conditioning of Gaussian Processes. J. Mach. Learn. Res. 22 (2021)
James T. Wilson, Viacheslav Borovitskiy, Alexander Terenin, Peter Mostowsky, Marc Peter Deisenroth
Efficiently sampling functions from Gaussian process posteriors. CoRR (2020)
James T. Wilson, Viacheslav Borovitskiy, Alexander Terenin, Peter Mostowsky, Marc Peter Deisenroth
Pathwise Conditioning of Gaussian Processes. CoRR (2020)
James T. Wilson, Viacheslav Borovitskiy, Alexander Terenin, Peter Mostowsky, Marc Peter Deisenroth
Efficiently sampling functions from Gaussian process posteriors. ICML (2020)
James T. Wilson, Frank Hutter, Marc Peter Deisenroth
Maximizing acquisition functions for Bayesian optimization. NeurIPS (2018)
James T. Wilson, Frank Hutter, Marc Peter Deisenroth
Maximizing acquisition functions for Bayesian optimization. CoRR (2018)
James T. Wilson, Riccardo Moriconi, Frank Hutter, Marc Peter Deisenroth
The reparameterization trick for acquisition functions. CoRR (2017)
Wenlin Chen, James T. Wilson, Stephen Tyree, Kilian Q. Weinberger, Yixin Chen
Compressing Convolutional Neural Networks in the Frequency Domain. KDD (2016)
Wenlin Chen, James T. Wilson, Stephen Tyree, Kilian Q. Weinberger, Yixin Chen
Compressing Neural Networks with the Hashing Trick. ICML (2015)
Wenlin Chen, James T. Wilson, Stephen Tyree, Kilian Q. Weinberger, Yixin Chen
Compressing Neural Networks with the Hashing Trick. CoRR (2015)
Wenlin Chen, James T. Wilson, Stephen Tyree, Kilian Q. Weinberger, Yixin Chen
Compressing Convolutional Neural Networks. CoRR (2015)