Sushovan Majhi

SEP 8, 2026 · PREPRINT

Certified Topological Interaction in Neural Representations: Class Disentanglement Is Mostly Pairwise

arXiv

A methodological study introducing a novel topological measurement framework (Intersection Euler Characteristic Profile) applied across 111 networks and 52,650 measurements, with findings about pairwise class disentanglement; the work is unrefereed, lacks clinical application, and reports descriptive and correlational results rather than establishing causation or practical utility.