SliceLine: Fast, Linear-Algebra-based Slice Finding for ML Model Debugging
Author:
Affiliation:
1. Graz University of Technology, Graz, Austria
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3448016.3457323
Reference76 articles.
1. Firas Abuzaid Geet Sethi Peter Bailis and Matei Zaharia. 2019. To Index or Not to Index: Optimizing Exact Maximum Inner Product Search. In ICDE. 1250--1261. Firas Abuzaid Geet Sethi Peter Bailis and Matei Zaharia. 2019. To Index or Not to Index: Optimizing Exact Maximum Inner Product Search. In ICDE. 1250--1261.
2. Rakesh Agrawal and Ramakrishnan Srikant. 1994. Fast Algorithms for Mining Association Rules in Large Databases. In VLDB. 487--499. Rakesh Agrawal and Ramakrishnan Srikant. 1994. Fast Algorithms for Mining Association Rules in Large Databases. In VLDB. 487--499.
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