Snorkel: Rapid training data creation with weak supervision A Ratner, SH Bach, H Ehrenberg, J Fries, S Wu, C Ré Proceedings of the VLDB Endowment 11 (3), 269-282, 2017 | 1014 | 2017 |
Learning to compose domain-specific transformations for data augmentation AJ Ratner, H Ehrenberg, Z Hussain, J Dunnmon, C Ré Advances in neural information processing systems 30, 2017 | 401 | 2017 |
Snorkel: rapid training data creation with weak supervision A Ratner, SH Bach, H Ehrenberg, J Fries, S Wu, C Ré The VLDB Journal 29 (2), 709-730, 2020 | 294 | 2020 |
Snorkel: Fast training set generation for information extraction AJ Ratner, SH Bach, HR Ehrenberg, C Ré Proceedings of the 2017 ACM International Conference on Management of Data …, 2017 | 100 | 2017 |
Data programming with ddlite: Putting humans in a different part of the loop HR Ehrenberg, J Shin, AJ Ratner, JA Fries, C Ré Proceedings of the Workshop on Human-In-the-Loop Data Analytics, 1-6, 2016 | 31 | 2016 |
Decision forests for learning prostate cancer probability maps from multiparametric MRI HR Ehrenberg, D Cornfeld, CB Nawaf, PC Sprenkle, JS Duncan Medical Imaging 2016: Computer-Aided Diagnosis 9785, 387-400, 2016 | 3 | 2016 |
Multiple representations of a user in an embedding space DG Garcia, HR Ehrenberg US Patent 10,839,014, 2020 | 2 | 2020 |
Snorkel: A System for Lightweight Extraction. A Ratner, SH Bach, HR Ehrenberg, JA Fries, S Wu, C Ré CIDR, 2017 | 2 | 2017 |