Gregory F. Snyder

Publication Activity (10 Years)

Years Active: 2015-2022
Publications (10 Years): 7

Top Topics

Learning Models

Learning Algorithm

Top Venues

Astron. Comput.

Mach. Learn. Sci. Technol.

Publications

Aleksandra Ciprijanovic, Diana Kafkes, Gregory F. Snyder, F. Javier Sánchez, Gabriel Nathan Perdue, Kevin Pedro, Brian Nord, Sandeep Madireddy, Stefan M. Wild
DeepAdversaries: examining the robustness of deep learning models for galaxy morphology classification. Mach. Learn. Sci. Technol. 3 (3) (2022)
Aleksandra Ciprijanovic, Diana Kafkes, K. Downey, S. Jenkins, Gabriel N. Perdue, Sandeep Madireddy, T. Johnston, Gregory F. Snyder, Brian Nord
DeepMerge II: Building Robust Deep Learning Algorithms for Merging Galaxy Identification Across Domains. CoRR (2021)
Aleksandra Ciprijanovic, Diana Kafkes, Gregory F. Snyder, F. Javier Sánchez, Gabriel Nathan Perdue, Kevin Pedro, Brian Nord, Sandeep Madireddy, Stefan M. Wild
DeepAdversaries: Examining the Robustness of Deep Learning Models for Galaxy Morphology Classification. CoRR (2021)
Aleksandra Ciprijanovic, Diana Kafkes, Gabriel N. Perdue, Kevin Pedro, Gregory F. Snyder, F. Javier Sánchez, Sandeep Madireddy, Stefan M. Wild, Brian Nord
Robustness of deep learning algorithms in astronomy - galaxy morphology studies. CoRR (2021)
Aleksandra Ciprijanovic, Gregory F. Snyder, Brian Nord, Joshua E. G. Peek
DeepMerge: Classifying high-redshift merging galaxies with deep neural networks. Astron. Comput. 32 (2020)
Aleksandra Ciprijanovic, Gregory F. Snyder, Brian Nord, Joshua E. G. Peek
DeepMerge: Classifying High-redshift Merging Galaxies with Deep Neural Networks. CoRR (2020)
Dylan Nelson, Annalisa Pillepich, Shy Genel, Mark Vogelsberger, Volker Springel, Paul Torrey, Vicente Rodriguez-Gomez, Debora Sijacki, Gregory F. Snyder, Brendan Griffen, Federico Marinacci, Laura Blecha, Laura Sales, Dandan Xu, Lars Hernquist
The illustris simulation: Public data release. Astron. Comput. 13 (2015)