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A machine-compiled database of genome-wide association studies.
Kuleshov V, Ding J, Vo C, Hancock B, Ratner A, Li Y, Ré C, Batzoglou S, Snyder M. Kuleshov V, et al. Among authors: ratner a. Nat Commun. 2019 Jul 26;10(1):3341. doi: 10.1038/s41467-019-11026-x. Nat Commun. 2019. PMID: 31350405 Free PMC article.
Snorkel MeTaL: Weak Supervision for Multi-Task Learning.
Ratner A, Hancock B, Dunnmon J, Goldman R, Ré C. Ratner A, et al. Proc Second Workshop Data Manag End End Mach Learn (2018). 2018 Jun;2018:3. doi: 10.1145/3209889.3209898. Proc Second Workshop Data Manag End End Mach Learn (2018). 2018. PMID: 30931438 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. 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.
Snorkel: Rapid Training Data Creation with Weak Supervision.
Ratner A, Bach SH, Ehrenberg H, Fries J, Wu S, Ré C. Ratner A, et al. Proceedings VLDB Endowment. 2017 Nov;11(3):269-282. doi: 10.14778/3157794.3157797. Proceedings VLDB Endowment. 2017. PMID: 29770249 Free PMC article.
DeepDive: Declarative Knowledge Base Construction.
De Sa C, Ratner A, Ré C, Shin J, Wang F, Wu S, Zhang C. De Sa C, et al. Among authors: ratner a. SIGMOD Rec. 2016 Mar;45(1):60-67. Epub 2016 Feb 6. SIGMOD Rec. 2016. PMID: 28344371 Free PMC article.
Cross-Modal Data Programming Enables Rapid Medical Machine Learning.
Dunnmon JA, Ratner AJ, Saab K, Khandwala N, Markert M, Sagreiya H, Goldman R, Lee-Messer C, Lungren MP, Rubin DL, Ré C. Dunnmon JA, et al. Among authors: ratner aj. Patterns (N Y). 2020 May 8;1(2):100019. doi: 10.1016/j.patter.2020.100019. Epub 2020 Apr 28. Patterns (N Y). 2020. PMID: 32776018 Free PMC article.
358 results