Pascal Notin
Pascal Notin
Research
Talks
Generative modeling; Protein; Mutation effects prediction
Disease variant prediction with deep generative models of evolutionary data
We learn a distribution over protein sequences with Bayesian VAEs which we then leverage to predict the effects of mutations in human …
Jonathan Frazer
,
Pascal Notin
,
Mafalda Dias
,
Aidan Gomez
,
Joseph Min
,
Kelly Brock
,
Yarin Gal
,
Debora Marks
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Nature
bioRxiv
NBT review
Press (HMS)
Press (Crimson)
Press (GEN)
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