I’m interested in developing machine learning techniques that are inspired by questions in biology and medicine. Here are some papers that I have written. An asterisk (*) means equal contribution.

Contrastive PCA

Capnography

Interpretation of Neural Networks

Other papers and presentations (13):

Linear Regression with Shuffled Labels

Modeling Capnography

Resident Medical Devices