A Systematic Survey on Debugging Techniques for Machine Learning Systems

Thanh-Dat Nguyen, Haoye Tian, Bach Le +2

Debugging ML software (i.e., the detection, localization and fixing of faults) poses unique challenges compared to traditional software largely due to the probabilistic nature and…