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Henry R. Ehrenberg

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affiliation: Stanford University

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2020 – today

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2020
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Alexander Ratner, Stephen H. Bach, Henry R. Ehrenberg, Jason A. Fries, Sen Wu, Christopher Ré:
Snorkel: rapid training data creation with weak supervision. VLDB J. 29(2-3): 709-730 (2020)

2010 – 2019

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2017
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Alexander Ratner, Stephen H. Bach, Henry R. Ehrenberg, Jason Alan Fries, Sen Wu, Christopher Ré:
Snorkel: Rapid Training Data Creation with Weak Supervision. Proc. VLDB Endow. 11(3): 269-282 (2017)
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Alexander Ratner, Stephen H. Bach, Henry R. Ehrenberg, Jason Alan Fries, Sen Wu, Christopher Ré:
Snorkel: A System for Lightweight Extraction. CIDR 2017
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Alexander J. Ratner, Henry R. Ehrenberg, Zeshan Hussain, Jared Dunnmon, Christopher Ré:
Learning to Compose Domain-Specific Transformations for Data Augmentation. NIPS 2017: 3236-3246
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Alexander J. Ratner, Stephen H. Bach, Henry R. Ehrenberg, Christopher Ré:
Snorkel: Fast Training Set Generation for Information Extraction. SIGMOD Conference 2017: 1683-1686
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Alexander J. Ratner, Henry R. Ehrenberg, Zeshan Hussain, Jared Dunnmon, Christopher Ré:
Learning to Compose Domain-Specific Transformations for Data Augmentation. CoRR abs/1709.01643 (2017)
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Alexander Ratner, Stephen H. Bach, Henry R. Ehrenberg, Jason Alan Fries, Sen Wu, Christopher Ré:
Snorkel: Rapid Training Data Creation with Weak Supervision. CoRR abs/1711.10160 (2017)
2016
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  - conf/micad/EhrenbergCNSD16
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Henry R. Ehrenberg, Daniel Cornfeld, Cayce B. Nawaf, Preston C. Sprenkle, James S. Duncan:
Decision forests for learning prostate cancer probability maps from multiparametric MRI. Medical Imaging: Computer-Aided Diagnosis 2016: 97851J
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Henry R. Ehrenberg, Jaeho Shin, Alexander J. Ratner, Jason A. Fries, Christopher Ré:
Data programming with DDLite: putting humans in a different part of the loop. HILDA@SIGMOD 2016: 13

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