2024
Supervised Matrix Factorization: Local Landscape Analysis and Applications
ICML 2024poster
Supervised matrix factorization (SMF) is a classical machine learning method that seeks low-dimensional feature extraction and classification tasks at the same time. Training an SMF model involves solving a non-convex and factor-wise constrained optimization problem with at least three blocks of par…