Do Neural Networks Preserve Case Structure? Case-Based Decomposition, Interpretation, and Decision Consistency

Manli Yan, Yuebin Lin, Yaowen Yu +2

Neural networks increasingly inform consequential decisions, making their reliability increasingly important. Yet their internal mechanisms provide little evidence of whether decis…