robocrunch
Stephen Ra
@stephenrra
Machine learning @PrescientDesign • @Genentech. Prev: @Pfizer, @Columbia
Tweets by Stephen Ra
An interesting paper which proposes an ML-based approach to rectify situations in which the smoothness assumption of the manifold hypothesis does not hold e.g., data with singularities. 1/n Algebraic machine learning with an application to chemistry: https://t.co/Vh85mWyU5i
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Stephen Ra
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5/14/2022
Excited to have our @PrescientDesign work on multi-segment preserving sampling h/led today at #ICLR2022 @MLDD_Workshop! We extend manifold sampling w/ a grad-based procedure where predefined regions of a sequence are explicitly preserved and show this for antibody design. 🧵👇 https://t.co/VmEKbzRr7Y
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Stephen Ra
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4/29/2022
Excited for the ILCR @MLDD_Workshop in a couple of weeks where we'll be giving an oral spotlight presentation on our multi-segment preserving sampling approach, which allows us to restrict sampling to designated regions of interest in a sequence.
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Stephen Ra
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4/12/2022
