GNMR: A Provable One-Line Algorithm for Low Rank Matrix Recovery
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Low rank matrix recovery problems appear in a broad range of applications. In this work we present GNMR-an extremely simple iterative algorithm for low rank matrix recovery, based on a Gauss-Newton linearization. On the theoretical front, we derive recovery gu... ...
