Towards Worst-Case Guarantees with Scale-Aware Interpretability

Lauren Greenspan, David Berman, Aryeh Brill +9

Neural networks organize information according to the hierarchical, multi-scale structure of natural data. Methods to interpret model internals should be similarly scale-aware, exp…