Learnability and Competition in High-Dimensional Multi-Component ICA
arXiv:2605.08552v1 Announce Type: new
Abstract: Independent Component Analysis (ICA) is a foundational tool for unsupervised representation learning, yet its high-dimensional theory remains largely limited to single-component recovery. We develop an a…