Gregory W. Benton

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 12

Top Topics

Gaussian Process

Top Venues

Publications

Sanae Lotfi, Pavel Izmailov, Gregory W. Benton, Micah Goldblum, Andrew Gordon Wilson
Bayesian Model Selection, the Marginal Likelihood, and Generalization. CoRR (2022)
Sanae Lotfi, Pavel Izmailov, Gregory W. Benton, Micah Goldblum, Andrew Gordon Wilson
Bayesian Model Selection, the Marginal Likelihood, and Generalization. ICML (2022)
Gregory W. Benton, Wesley J. Maddox, Andrew Gordon Wilson
Volatility Based Kernels and Moving Average Means for Accurate Forecasting with Gaussian Processes. ICML (2022)
Gregory W. Benton, Wesley J. Maddox, Andrew Gordon Wilson
Volatility Based Kernels and Moving Average Means for Accurate Forecasting with Gaussian Processes. CoRR (2022)
Marc Finzi, Gregory W. Benton, Andrew Gordon Wilson
Residual Pathway Priors for Soft Equivariance Constraints. CoRR (2021)
Gregory W. Benton, Wesley J. Maddox, Sanae Lotfi, Andrew Gordon Wilson
Loss Surface Simplexes for Mode Connecting Volumes and Fast Ensembling. CoRR (2021)
Gregory W. Benton, Wesley Maddox, Sanae Lotfi, Andrew Gordon Wilson
Loss Surface Simplexes for Mode Connecting Volumes and Fast Ensembling. ICML (2021)
Gregory W. Benton, Marc Finzi, Pavel Izmailov, Andrew Gordon Wilson
Learning Invariances in Neural Networks from Training Data. NeurIPS (2020)
Gregory W. Benton, Marc Finzi, Pavel Izmailov, Andrew Gordon Wilson
Learning Invariances in Neural Networks. CoRR (2020)
Wesley J. Maddox, Gregory W. Benton, Andrew Gordon Wilson
Rethinking Parameter Counting in Deep Models: Effective Dimensionality Revisited. CoRR (2020)
Gregory W. Benton, Wesley J. Maddox, Jayson P. Salkey, Julio Albinati, Andrew Gordon Wilson
Function-Space Distributions over Kernels. NeurIPS (2019)
Gregory W. Benton, Wesley J. Maddox, Jayson P. Salkey, Julio Albinati, Andrew Gordon Wilson
Function-Space Distributions over Kernels. CoRR (2019)