Mingyu Sun

Independent Vector Analysis with Multivariate Gaussian Model: a Scalable Method by Multilinear Regression

Joint blind source separation (JBSS) is a powerful tool for analyzing multiple linked datasets, distinguished by the key ability to exploit cross-dataset dependencies. Despite this ability generally improving overall estimation performance, joint decompositions also incur considerable computational…