273 citations · 520 across the 12 of their papers we have counts for
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cs.LG2016
On Human Intellect and Machine Failures: Troubleshooting Integrative Machine Learning Systems
Besmira Nushi, Ece Kamar, Eric Horvitz +1
We study the problem of troubleshooting machine learning systems that rely on analytical pipelines of distinct components. Understanding and fixing errors that arise in such integr…
cs.DB2016
Online Event Integration with StoryPivot
Anja Gruenheid, Donald Kossmann, Divesh Srivastava
Modern data integration systems need to process large amounts of data from a variety of data sources and with real-time integration constraints. They are not only employed in enter…