Henry R. Ehrenberg

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Christopher RéComputer Science, Stanford UniversityVerified email at cs.stanford.edu
Alex RatnerAssistant Professor, University of WashingtonVerified email at cs.washington.edu
Stephen H. BachAssistant Professor of Computer Science, Brown UniversityVerified email at cs.brown.edu
Jason Alan FriesStanford UniversityVerified email at stanford.edu
Sen WuComputer Science, Stanford UniversityVerified email at cs.stanford.edu
Jaeho ShinEvidently, Inc.Verified email at cs.stanford.edu
James S. DuncanEbenezer K. Hunt Professor of Biomedical Engineering, Radiology, Electr. Engr., Yale UniversityVerified email at yale.edu

Henry R. Ehrenberg

Verified email at stanford.edu


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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	1096	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	428	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	326	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	103	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	32	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

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