Disentangling Interpretable Factors with Supervised Independent Subspace Principal Component Analysis

Jiayu Su, David A. Knowles, Raul Rabadan

The success of machine learning models relies heavily on effectively representing high-dimensional data. However, ensuring data representations capture human-understandable concept…