Jonathan Frazer
3 papers · 2022–2023 · 2 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Keywords
autoregressive transformer
(1)
probabilistic modeling
(1)
density estimation
(1)
generative model
(1)
benchmark dataset
(1)
protein language model
(1)
zero-shot prediction
(1)
fitness landscape
(1)
sequence data
(1)
inverse folding
(1)
variant effect
(1)
protein fitness
(1)
sequence retrieval
(1)
phylogenetic history
(1)
protein fitness prediction
(1)
mutation effect
(1)
deep mutational scanning
(1)
fitness estimation
(1)
Papers
ProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design
NeurIPS 2023
Non-identifiability and the Blessings of Misspecification in Models of Molecular Fitness
NeurIPS 2022
Tranception: Protein Fitness Prediction with Autoregressive Transformers and Inference-time Retrieval
ICML 2022