Hua Zhang

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

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 decisions. For discrete inputs such as images, however, accurately identifying input prediction interactions is particularly challenging becau...