AutoSlicer: Scalable Automated Data Slicing for ML Model Analysis

Zifan Liu, Evan Rosen, Paul Suganthan G. C

Automated slicing aims to identify subsets of evaluation data where a trained model performs anomalously. This is an important problem for machine learning pipelines in production…