Provable Subspace Tracking from Missing Data and Matrix Completion

Praneeth Narayanamurthy, Vahid Daneshpajooh, Namrata Vaswani

We study the problem of subspace tracking in the presence of missing data (ST-miss). In recent work, we studied a related problem called robust ST. In this work, we show that a sim…