REALM: Regime-Switching, Explainable, and Activation-Induced Linear Models.

arXiv:2609.32141v1 Announce Type: cross Abstract: Deep ReLU networks are piecewise-affine mappings that partition the input space into cells, each characterized by a distinct activation pattern. This structure motivates fitting a local linear model within each