Alternating Least-Squares for Low-Rank Matrix Reconstruction

Dave Zachariah, Martin Sundin, Magnus Jansson +1

For reconstruction of low-rank matrices from undersampled measurements, we develop an iterative algorithm based on least-squares estimation. While the algorithm can be used for any…