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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: re c. 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.
Inferring Generative Model Structure with Static Analysis.
Varma P, He B, Bajaj P, Banerjee I, Khandwala N, Rubin DL, Ré C. Varma P, et al. Among authors: re c. Adv Neural Inf Process Syst. 2017 Dec;30:239-249. Adv Neural Inf Process Syst. 2017. PMID: 29391769 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. Among authors: re c. Proceedings VLDB Endowment. 2017 Nov;11(3):269-282. doi: 10.14778/3157794.3157797. Proceedings VLDB Endowment. 2017. PMID: 29770249 Free PMC article.
Data Programming: Creating Large Training Sets, Quickly.
Ratner A, De Sa C, Wu S, Selsam D, Ré C. Ratner A, et al. Among authors: re c. Adv Neural Inf Process Syst. 2016 Dec;29:3567-3575. Adv Neural Inf Process Syst. 2016. PMID: 29872252 Free PMC article.
177 results