A Probabilistic Basis for Low-Rank Matrix Learning

Simon Segert, Nathan Wycoff

Low rank inference on matrices is widely conducted by optimizing a cost function augmented with a penalty proportional to the nuclear norm $\Vert \cdot {\Vert }_{\ast }$. However, despite t…