Deep Dive into High-Dimensional Partial Least Squares: A Critical Examination

This ArXiv article likely delves into the theoretical underpinnings and limitations of High-Dimensional Partial Least Squares (HD-PLS). Understanding the spectral properties is crucial for effective application and to address the challenges posed by high-dimensional data.