Compressing Neural Networks with the Hashing Trick. - Wenlin Chen; James T. Wilson; Stephen Tyree; Kilian Q. Weinberger; Yixin Chen 001 (ICML, 2015)

Compressing Convolutional Neural Networks. - Wenlin Chen; James T. Wilson; Stephen Tyree; Kilian Q. Weinberger; Yixin Chen 001 (CoRR, 2015)

Compressing Convolutional Neural Networks in the Frequency Domain. - Wenlin Chen; James T. Wilson; Stephen Tyree; Kilian Q. Weinberger; Yixin Chen 001 (KDD, 2016)

The reparameterization trick for acquisition functions. - James T. Wilson; Riccardo Moriconi; Frank Hutter; Marc Peter Deisenroth (CoRR, 2017)

Maximizing acquisition functions for Bayesian optimization. - James T. Wilson; Frank Hutter; Marc Peter Deisenroth (NeurIPS, 2018)

Efficiently sampling functions from Gaussian process posteriors. - James T. Wilson; Viacheslav Borovitskiy; Alexander Terenin; Peter Mostowsky; Marc Peter Deisenroth (ICML, 2020)

Pathwise Conditioning of Gaussian Processes. - James T. Wilson; Viacheslav Borovitskiy; Alexander Terenin; Peter Mostowsky; Marc Peter Deisenroth (J. Mach. Learn. Res., 2021)

A Unifying Variational Framework for Gaussian Process Motion Planning. - Lucas Cosier; Rares Iordan; Sicelukwanda N. T. Zwane; Giovanni Franzese; James T. Wilson; Marc Peter Deisenroth; Alexander Terenin; Yasemin Bekiroglu (AISTATS, 2024)

Stopping Bayesian Optimization with Probabilistic Regret Bounds. - James T. Wilson (NeurIPS, 2024)