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Snorkel: rapid training data creation with weak supervision.
Ratner A, Bach SH, Ehrenberg H, Fries J, Wu S, Ré C. Ratner A, et al. Among authors: re c. VLDB J. 2020;29(2):709-730. doi: 10.1007/s00778-019-00552-1. Epub 2019 Jul 15. VLDB J. 2020. PMID: 32214778 Free PMC article.
A Database Framework for Classifier Engineering.
Kimelfeld B, Ré C. Kimelfeld B, et al. Among authors: re c. CEUR Workshop Proc. 2015 May;1378:http://ceur-ws.org/Vol-1378/AMW_2015_paper_1.pdf. Epub 2015 Jun 11. CEUR Workshop Proc. 2015. PMID: 27274719 Free PMC article. No abstract available.
Snorkel DryBell: A Case Study in Deploying Weak Supervision at Industrial Scale.
Bach SH, Rodriguez D, Liu Y, Luo C, Shao H, Xia C, Sen S, Ratner A, Hancock B, Alborzi H, Kuchhal R, Ré C, Malkin R. Bach SH, et al. Among authors: re c. Proc ACM SIGMOD Int Conf Manag Data. 2019 Jun-Jul;2019:362-375. doi: 10.1145/3299869.3314036. Proc ACM SIGMOD Int Conf Manag Data. 2019. PMID: 31777414 Free PMC article.
Training Complex Models with Multi-Task Weak Supervision.
Ratner A, Hancock B, Dunnmon J, Sala F, Pandey S, Ré C. Ratner A, et al. Among authors: re c. Proc AAAI Conf Artif Intell. 2019 Jan-Feb;33:4763-4771. doi: 10.1609/aaai.v33i01.33014763. Proc AAAI Conf Artif Intell. 2019. PMID: 31565535 Free PMC article.
182 results