Concepedia

Alexander Ratner

AR

34

Publications

3.2K

Citations

24

H-Index

1997

Active since

Affiliations

Stanford University(Current)

Hadassah Academic College

Hebrew University of Jerusalem

Stanford Medicine

Cardiff University

Alexander Ratner is an author at Stanford University specializing in engineering, data science, and computer science.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningNatural Language ProcessingKnowledge DiscoverySupervised LearningMachine TranslationDeep LearningComputational Linguistics

Publications per year

1997–2024

34

Publications

34

Snorkel

Alexander Ratner, Stephen H. Bach, Henry R. Ehrenberg et al. · Proceedings of the VLDB Endowment · 2017 · 731 citations · Full text

Data Programming: Creating Large Training Sets, Quickly

Alexander Ratner, Christopher De, Sen Wu et al. · arXiv (Cornell University) · 2016 · 359 citations · Full text

Artificial Intelligence, Structured Prediction, Training Sets +19

Snorkel: rapid training data creation with weak supervision

Alexander Ratner, Stephen H. Bach, Henry R. Ehrenberg et al. · The VLDB Journal · 2019 · 333 citations · Full text

Learning to Compose Domain-Specific Transformations for Data Augmentation

Alexander Ratner, Henry R. Ehrenberg, Zeshan Hussain et al. · arXiv (Cornell University) · 2017 · 183 citations · Full text

Engineering, Machine Learning, Ubiquitous Technique +16

Data Programming: Creating Large Training Sets, Quickly.

Alexander Ratner, Christopher De, Sen Wu et al. · PubMed · 2016 · 177 citations · Full text

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