Hogg, David W

6 publications

ICMLW 2024 Fast-Forward FARGO: Accelerating Protoplanetary Disk Simulations with Limited Data Valentina Tardugno Poleo, David W Hogg, Shirley Ho

ICML 2024 Position: Is Machine Learning Good or Bad for the Natural Sciences? David W Hogg, Soledad Villar

TMLR 2024 Towards Fully Covariant Machine Learning Soledad Villar, David W Hogg, Weichi Yao, George A Kevrekidis, Bernhard Schölkopf

JMLR 2023 Dimensionless Machine Learning: Imposing Exact Units Equivariance Soledad Villar, Weichi Yao, David W. Hogg, Ben Blum-Smith, Bianca Dumitrascu

NeurIPS 2021 Scalars Are Universal: Equivariant Machine Learning, Structured like Classical Physics Soledad Villar, David W Hogg, Kate Storey-Fisher, Weichi Yao, Ben Blum-Smith

AISTATS 2014 Towards Building a Crowd-Sourced Sky mAP Dustin Lang, David W. Hogg, Bernhard Schölkopf