Snorkel DryBell: A Case Study in Deploying Weak Supervision at Industrial Scale

Stephen H. Bach, Daniel Rodriguez, Yintao Liu, Chong Luo, Haidong Shao, Cassandra Xia, Souvik Sen, Alexander Ratner, Braden Hancock, Houman Alborzi, Rahul Kuchhal, Christopher RĂ©, Rob Malkin. Snorkel DryBell: A Case Study in Deploying Weak Supervision at Industrial Scale. In Peter A. Boncz, Stefan Manegold, Anastasia Ailamaki, Amol Deshpande, Tim Kraska, editors, Proceedings of the 2019 International Conference on Management of Data, SIGMOD Conference 2019, Amsterdam, The Netherlands, June 30 - July 5, 2019. pages 362-375, ACM, 2019. [doi]

Abstract

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