Geometric Analysis of Neural Regression Collapse via Intrinsic Dimension
arXiv:2510.01105v2 Announce Type: replace
Abstract: Neural multivariate regression underpins a wide range of domains, including control, robotics, and finance, yet the geometry of its learned representations remains poorly characterized. While neural …