Symmetric Divergence and Normalized Similarity: A Unified Topological Framework for Representation Analysis

Yan Wang, Tianyang Hu

Topological Data Analysis (TDA) offers a principled, intrinsic lens for comparing neural representations. However, existing paired topological divergences (e.g., RTD) are limited b…