Wesley J. Maddox

A Simple Baseline for Bayesian Uncertainty in Deep Learning

Wesley J. Maddox, Timur Garipov, Pavel Izmailov et al. · arXiv (Cornell University) · 2019 · 180 citations · Full text

Bayesian Statistics, Engineering, Machine Learning +15

Heteroplasmic shifts in tumor mitochondrial genomes reveal tissue-specific signals of relaxed and positive selection

Sneha Grandhi, Colleen M. Bosworth, Wesley J. Maddox et al. · Human Molecular Genetics · 2017 · 74 citations · Full text

Genetics, Pathology, Molecular Genetics +17

Subspace Inference for Bayesian Deep Learning

Pavel Izmailov, Wesley J. Maddox, Polina Kirichenko et al. · 2019 · 51 citations

Geometric Learning, Bayesian Statistic, Parameter Space +18

Rethinking Parameter Counting in Deep Models: Effective Dimensionality Revisited

Wesley J. Maddox, Gregory W. Benton, Andrew Gordon Wilson · arXiv (Cornell University) · 2020 · 28 citations · Full text

Geometric Learning, Hyperparameter Estimation, Engineering +12

Accelerating Bayesian Optimization for Biological Sequence Design with Denoising Autoencoders

Samuel C. Stanton, Wesley J. Maddox, Nate Gruver et al. · arXiv (Cornell University) · 2022 · 22 citations · Full text

Pareto Frontier, Engineering, Machine Learning +17