Data distribution debugging in machine learning pipelines
- 31 January 2022
- journal article
- research article
- Published by Springer Nature in The VLDB Journal
- Vol. 31 (5) , 1103-1126
Abstract
No abstract availableKeywords
This publication has 32 references indexed in Scilit:
- Data Management Challenges in Production Machine Learning2017
- The FAIR Guiding Principles for scientific data management and stewardshipScientific Data, 2016
- TitianProceedings of the VLDB Endowment, 2015
- Scalable lineage capture for debugging DISC analytics2013
- Putting lipstick on pigProceedings of the VLDB Endowment, 2011
- StarFlow: A Script-Centric Data Analysis Environment2010
- The Foundations for Provenance on the WebFoundations and Trends® in Web Science, 2010
- Provenance in Databases: Why, How, and WhereFoundations and Trends® in Databases, 2009
- Provenance semirings2007
- A tutorial on the universality and expressiveness of foldJournal of Functional Programming, 1999