Slice-based Learning: A Programming Model for Residual Learning in Critical Data Slices

Vincent S. Chen, Sen Wu, Zhenzhen Weng +2

In real-world machine learning applications, data subsets correspond to especially critical outcomes: vulnerable cyclist detections are safety-critical in an autonomous driving tas…