Recovering Simultaneously Structured Data via Non-Convex Iteratively Reweighted Least Squares

Christian Kümmerle, Johannes Maly

We propose a new algorithm for the problem of recovering data that adheres to multiple, heterogeneous low-dimensional structures from linear observations. Focusing on data matrices…