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


Interpretation of Neural Networks

Other papers and presentations (17):

Constrained Unsupervised Learning

Machine Learning with Time Series

Deep Learning and Genomics

Linear Regression with Shuffled Labels

Mathematical Modeling of Capnography

Resident Medical Devices