Snorkel: rapid training data creation with weak supervision

por Ratner, Alexander, Bach, Stephen H., Ehrenberg, Henry, Fries, Jason, Wu, Sen, Ré, Christopher
Publicado 2019

A machine-compiled database of genome-wide association studies

por Kuleshov, Volodymyr, Ding, Jialin, Vo, Christopher, Hancock, Braden, Ratner, Alexander, Li, Yang, Ré, Christopher, Batzoglou, Serafim, Snyder, Michael
Publicado 2019

Cross-Modal Data Programming Enables Rapid Medical Machine Learning

por Dunnmon, Jared A., Ratner, Alexander J., Saab, Khaled, Khandwala, Nishith, Markert, Matthew, Sagreiya, Hersh, Goldman, Roger, Lee-Messer, Christopher, Lungren, Matthew P., Rubin, Daniel L., Ré, Christopher
Publicado 2020