Softly Induced Functional Simplicity: Implications for Neural Network Generalisation, Robustness, and Distillation

Maciej Glowacki

Learning robust and generalisable abstractions from high-dimensional input data is a central challenge in machine learning and its applications to high-energy physics (HEP). Soluti…