ML Anthology

Maddox, Wesley J

7 publications

UAI 2022 Low-Precision Arithmetic for Fast Gaussian Processes Wesley J. Maddox, Andres Potapcynski, Andrew Gordon Wilson
NeurIPS 2022 On Uncertainty, Tempering, and Data Augmentation in Bayesian Classification Sanyam Kapoor, Wesley J Maddox, Pavel Izmailov, Andrew G Wilson
NeurIPS 2021 Bayesian Optimization with High-Dimensional Outputs Wesley J Maddox, Maximilian Balandat, Andrew G Wilson, Eytan Bakshy
NeurIPS 2021 Conditioning Sparse Variational Gaussian Processes for Online Decision-Making Wesley J Maddox, Samuel Stanton, Andrew G Wilson
NeurIPS 2019 A Simple Baseline for Bayesian Uncertainty in Deep Learning Wesley J Maddox, Pavel Izmailov, Timur Garipov, Dmitry P Vetrov, Andrew Gordon Wilson
NeurIPS 2019 Function-Space Distributions over Kernels Gregory Benton, Wesley J Maddox, Jayson Salkey, Julio Albinati, Andrew Gordon Wilson
UAI 2019 Subspace Inference for Bayesian Deep Learning Pavel Izmailov, Wesley J. Maddox, Polina Kirichenko, Timur Garipov, Dmitry Vetrov, Andrew Gordon Wilson