Jonathan Frazer

Publication Activity (10 Years)

Years Active: 2022-2023
Publications (10 Years): 4

Top Topics

Protein Structure Prediction

Subcellular Localization

Top Venues

Publications

Pascal Notin, Aaron Kollasch, Daniel Ritter, Lood van Niekerk, Steffanie Paul, Han Spinner, Nathan J. Rollins, Ada Shaw, Rose Orenbuch, Ruben Weitzman, Jonathan Frazer, Mafalda Dias, Dinko Franceschi, Yarin Gal, Debora S. Marks
ProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design. NeurIPS (2023)
Pascal Notin, Mafalda Dias, Jonathan Frazer, Javier Marchena-Hurtado, Aidan N. Gomez, Debora S. Marks, Yarin Gal
Tranception: Protein Fitness Prediction with Autoregressive Transformers and Inference-time Retrieval. ICML (2022)
Eli N. Weinstein, Alan Nawzad Amin, Jonathan Frazer, Debora S. Marks
Non-identifiability and the Blessings of Misspecification in Models of Molecular Fitness. NeurIPS (2022)
Pascal Notin, Mafalda Dias, Jonathan Frazer, Javier Marchena-Hurtado, Aidan N. Gomez, Debora S. Marks, Yarin Gal
Tranception: protein fitness prediction with autoregressive transformers and inference-time retrieval. CoRR (2022)