Fast Exact Matrix Completion with Finite Samples

Prateek Jain, Praneeth Netrapalli

Abstract: Matrix completion is the problem of recovering a low rank matrix by observing a small fraction of its entries. A series of recent works (Keshavan 2012),(Jain et al. 2013) and (Hardt, 2013) have pro...