Missing-Data-Induced Phase Transitions in Spectral PLS for Multimodal Learning

Anders Gjølbye, Ida Kargaard, Emma Kargaard +2

Partial Least Squares (PLS) learns shared structure from paired data via the top singular vectors of the empirical cross-covariance (PLS-SVD), but multimodal datasets often have mi…