Decision forests for learning prostate cancer probability maps from multiparametric MRI. - Henry R. Ehrenberg; Daniel Cornfeld; Cayce B. Nawaf; Preston C. Sprenkle; James S. Duncan (Computer-Aided Diagnosis, 2016)

Data programming with DDLite: putting humans in a different part of the loop. - Henry R. Ehrenberg; Jaeho Shin 001; Alexander J. Ratner; Jason A. Fries; Christopher Ré (HILDA@SIGMOD, 2016)

Snorkel: A System for Lightweight Extraction. - Alexander Ratner; Stephen H. Bach; Henry R. Ehrenberg; Jason Alan Fries; Sen Wu 002; Christopher Ré (CIDR, 2017)

Learning to Compose Domain-Specific Transformations for Data Augmentation. - Alexander J. Ratner; Henry R. Ehrenberg; Zeshan Hussain; Jared Dunnmon; Christopher Ré (NIPS, 2017)

Snorkel: Fast Training Set Generation for Information Extraction. - Alexander J. Ratner; Stephen H. Bach; Henry R. Ehrenberg; Christopher Ré (SIGMOD Conference, 2017)

Snorkel: Rapid Training Data Creation with Weak Supervision. - Alexander Ratner; Stephen H. Bach; Henry R. Ehrenberg; Jason Alan Fries; Sen Wu 002; Christopher Ré (Proc. VLDB Endow., 2017)