most citedTensorFlow Estimators: Managing Simplicity vs. Flexibility in High-Level Machine Learning Frameworks

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cs.LG2018

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

Stephen H. Bach, Daniel Rodriguez, Yintao Liu +10

Labeling training data is one of the most costly bottlenecks in developing machine learning-based applications. We present a first-of-its-kind study showing how existing knowledge…