2026
Some Neural Networks Inherently Preserve Subspace Clustering Structure
ICLR 2026poster
It has long been conjectured and empirically observed that neural networks tend to preserve clustering structure. This paper formalizes this conjecture. Specifically, we establish precise conditions for cluster structure preservation and derive bounds to quantify its extent. Through this analysis we…