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Multi-Resolution Weak Supervision for Sequential Data


Oct 21, 2019
Frederic Sala, Paroma Varma, Jason Fries, Daniel Y. Fu, Shiori Sagawa, Saelig Khattar, Ashwini Ramamoorthy, Ke Xiao, Kayvon Fatahalian, James Priest, Christopher Ré

* NeurIPS 2019 (Conference on Neural Information Processing Systems) 

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Snorkel: Rapid Training Data Creation with Weak Supervision


Nov 28, 2017
Alexander Ratner, Stephen H. Bach, Henry Ehrenberg, Jason Fries, Sen Wu, Christopher Ré

* Proceedings of the VLDB Endowment, 11(3), 269-282, 2017 

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ShortFuse: Biomedical Time Series Representations in the Presence of Structured Information


May 16, 2017
Madalina Fiterau, Suvrat Bhooshan, Jason Fries, Charles Bournhonesque, Jennifer Hicks, Eni Halilaj, Christopher Ré, Scott Delp

* Manuscript under review for the Machine Learning in Healthcare Conference, 2017 (www.mucmd.org). 15 pages, 4 figures, 3 tables 

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SwellShark: A Generative Model for Biomedical Named Entity Recognition without Labeled Data


Apr 20, 2017
Jason Fries, Sen Wu, Alex Ratner, Christopher Ré


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