Learnability and Competition in High-Dimensional Multi-Component ICA

Eser Ilke Genc, Samet Demir, Zafer Dogan

Independent Component Analysis (ICA) is a foundational tool for unsupervised representation learning, yet its high-dimensional theory remains largely limited to single-component re…