Recovery Guarantee of Non-negative Matrix Factorization via Alternating Updates

Yuanzhi Li, Yingyu Liang, Andrej Risteski

Neural Information Processing Systems 

Non-negative matrix factorization is a popular tool for decomposing data into feature and weight matrices under non-negativity constraints.

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