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04/08/2020
Fast and Reliable Missing Data Contingency Analysis with Predicate-Constraints
Today, data analysts largely rely on intuition to determine whether miss...
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02/07/2020
Understanding and Optimizing Packed Neural Network Training for Hyper-Parameter Tuning
As neural networks are increasingly employed in machine learning practic...
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02/03/2020
Data Market Platforms: Trading Data Assets to Solve Data Problems [Vision Paper]
Data only generates value for a few organizations with expertise and res...
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11/27/2018
DLHub: Model and Data Serving for Science
While the Machine Learning (ML) landscape is evolving rapidly, there has...
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11/03/2017
BoostClean: Automated Error Detection and Repair for Machine Learning
Predictive models based on machine learning can be highly sensitive to d...
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05/26/2015
