Jennifer Listgarten
@jlistgarten
ID:1608594464
http://www.jennifer.listgarten.com 20-07-2013 16:32:23
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Registration is now open for our 5-day Simons workshop taking place in two months (June 10th-14th) in Berkeley (w Aditi Krishnapriyan ).
AI≡Science: Strengthening the Bond Between the Sciences and Artificial Intelligence simons.berkeley.edu/workshops/aisc…
Hunter and Yixin's paper on blending biophysics based information with neural network models for molecule/protein property prediction has come out, and with an Editor's Choice award (Hunter Nisonoff, Yixin Wang) pubs.acs.org/doi/full/10.10…
Congratulations to Hunter Nisonoff for his work on combining function valued priors with neural network predictions for problems in biology and chemistry. pubs.acs.org/doi/10.1021/ac…
pumped to share our latest work! if *any* trained model decides what data to test—for example, NNs designing novel proteins—we can quantify its uncertainty w/ finite-sample guarantees.
arxiv.org/abs/2202.03613
w/ Stephen Bates, Anastasios Nikolas Angelopoulos, Jennifer Listgarten, M.I. Jordan 1/5
Hunter's work on how to use (eg) a biophysics-based fitness prior to train neural networks arxiv.org/abs/2202.04798. Hunter Nisonoff,
Yixin Wang