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20172025
most citedLess is More: Fewer Interpretable Region via Submodular Subset Selection

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cs.LG2025

Less is More: Efficient Black-box Attribution via Minimal Interpretable Subset Selection

Ruoyu Chen, Siyuan Liang, Jingzhi Li +4

To develop a trustworthy AI system, it is essential to understand its behavior using attribution methods, which aim to identify the input regions that most influence the model's de…