Pursuit of Low-Rank Models of Time-Varying Matrices Robust to Sparse and Measurement Noise

Albert Akhriev, Jakub Marecek, Andrea Simonetto

In tracking of time-varying low-rank models of time-varying matrices, we present a method robust to both uniformly-distributed measurement noise and arbitrarily-distributed ``spars…