Complaint-Driven Training Data Debugging at Interactive Speeds
Author:
Affiliation:
1. Columbia University, New York, NY, USA
2. Simon Fraser University, Burnaby, BC, Canada
Funder
Google
CRD
Amazon
NSERC
NSF (National Science Foundation)
Mitacs
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3514221.3517849
Reference51 articles.
1. DIFF
2. Provenance for aggregate queries
3. Speeding up the Xbox recommender system using a euclidean transformation for inner-product spaces
4. Eric Breck , Neoklis Polyzotis , Sudip Roy , Steven Euijong Whang, and Martin Zinkevich . 2019 . Data Validation for Machine Learning . https://mlsys.org/Conferences/2019/doc/2019/167.pdf Eric Breck, Neoklis Polyzotis, Sudip Roy, Steven Euijong Whang, and Martin Zinkevich. 2019. Data Validation for Machine Learning. https://mlsys.org/Conferences/2019/doc/2019/167.pdf
5. Graphical Perception: Theory, Experimentation, and Application to the Development of Graphical Methods
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