A two-dimensional decomposition approach for matrix completion through gossip

Mukul Bhutani, Bamdev Mishra

Factoring a matrix into two low rank matrices is at the heart of many problems. The problem of matrix completion especially uses it to decompose a sparse matrix into two non sparse…