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#ml #snorkel
One of the main techniques that we are currently developing in this direction is called data programming (see our blog post about it here, or the NIPS 2016 paper here).
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Ratner_et_al-2017-dawn,cs,stanford,edu-Snorkel_and_The_Dawn
fraction of the time and cost. We see weak supervision-based systems as one of the most exciting directions in terms of how users will train, deploy, and interact with machine learning systems. <span>One of the main techniques that we are currently developing in this direction is called data programming (see our blog post about it here , or the NIPS 2016 paper here ). In the data programming paradigm, users focus on writing a set of labeling functions, which are just small functions that programmatically label data. The labels that they produce are n


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