45 citations · 85 across the 4 of their papers we have counts for
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cs.LG2018
Prediction Factory: automated development and collaborative evaluation of predictive models
Gaurav Sheni, Benjamin Schreck, Roy Wedge +2
In this paper, we present a data science automation system called Prediction Factory. The system uses several key automation algorithms to enable data scientists to rapidly develop…
cs.AI2018★ 45 cited
Machine learning 2.0 : Engineering Data Driven AI Products
James Max Kanter, Benjamin Schreck, Kalyan Veeramachaneni
ML 2.0: In this paper, we propose a paradigm shift from the current practice of creating machine learning models - which requires months-long discovery, exploration and "feasibilit…