Benton, Gregory

7 publications

ICMLW 2024 SOLMformer - Incorporating Sequence and Observation Level Metadata for Categorical Time Series Modeling Yamini Vibha Ananth, Gregory Benton, Jingxing Fang, Jerry Junyang Cheung, Xu Chu, Cong Yu

ICML 2022 Bayesian Model Selection, the Marginal Likelihood, and Generalization Sanae Lotfi, Pavel Izmailov, Gregory Benton, Micah Goldblum, Andrew Gordon Wilson

ICML 2022 Volatility Based Kernels and Moving Average Means for Accurate Forecasting with Gaussian Processes Gregory Benton, Wesley Maddox, Andrew Gordon Wilson

ICML 2021 Loss Surface Simplexes for Mode Connecting Volumes and Fast Ensembling Gregory Benton, Wesley Maddox, Sanae Lotfi, Andrew Gordon Gordon Wilson

NeurIPS 2021 Residual Pathway Priors for Soft Equivariance Constraints Marc Finzi, Gregory Benton, Andrew G Wilson

NeurIPS 2020 Learning Invariances in Neural Networks from Training Data Gregory Benton, Marc Finzi, Pavel Izmailov, Andrew G Wilson

NeurIPS 2019 Function-Space Distributions over Kernels Gregory Benton, Wesley J Maddox, Jayson Salkey, Julio Albinati, Andrew Gordon Wilson