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05/22/2019
The Machine Learning Bazaar: Harnessing the ML Ecosystem for Effective System Development
As machine learning is applied more and more widely, data scientists oft...
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11/29/2018
Prediction Factory: automated development and collaborative evaluation of predictive models
In this paper, we present a data science automation system called Predic...
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07/01/2018
Machine learning 2.0 : Engineering Data Driven AI Products
ML 2.0: In this paper, we propose a paradigm shift from the current prac...
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10/20/2017
