2026
CB-SLICE: Concept-Based Interpretable Error Slice Discovery
ICML 2026poster
Despite strong average-case performance, deep learning models often exhibit systematic errors on specific population groups, known as *error slices*. Identifying these groups and the root causes of their failures is critical for model debugging and bias mitigation. However, existing error Slice Disc…