BioinformaticsProceedings of the National Academy of SciencesPeer-reviewed
Few-Shot Viral Variant Detection via Bayesian Active Learning and Biophysics
Marian Huot, Dianzhuo Wang, Jiacheng Liu, Eugene I. Shakhnovich
This paper introduces a few-shot learning framework for detecting high-fitness viral variants using Bayesian active learning and biophysics, showing it can identify variants up to fivefold faster with fewer experiments.
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