IEEE - Institute of Electrical and Electronics Engineers, Inc. - Automated Data Slicing for Model Validation: A Big data - AI Integration Approach

Author(s): Yeounoh Chung ; tim kraska ; Neoklis Polyzotis ; Kihyun Tae ; Steven Euijong Whang
Sponsor(s): IEEE
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Volume: PP
Page(s): 1
ISSN (CD): 2326-3865
ISSN (Electronic): 1558-2191
ISSN (Paper): 1041-4347
DOI: 10.1109/TKDE.2019.2916074
Regular:

As machine learning systems become democratized, it becomes increasingly important to help users easily debug their models. However, current data tools are still primitive when it comes to helping... View More

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