A Geometric Approach to Low-Rank Matrix Completion

Abstract

The low-rank matrix completion problem can be succinctly stated as follows: given a subset of the entries of a matrix, find a low-rank matrix consistent with the observations. While several low-complexity algorithms for matrix completion have been proposed so far, it remains an open problem to devise -type search procedures with provable performance… (More)
DOI: 10.1109/TIT.2011.2171521

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