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Nonconvex Matrix Factorization From Rank-One Measurements - MaRDI portal

Nonconvex Matrix Factorization From Rank-One Measurements (Q5001494)

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scientific article; zbMATH DE number 7374042
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Nonconvex Matrix Factorization From Rank-One Measurements
scientific article; zbMATH DE number 7374042

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    Nonconvex Matrix Factorization From Rank-One Measurements (English)
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    22 July 2021
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    recovering low-rank matrices
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    random rank-one measurements
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    minimization of nonconvex least-squares loss function
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    vanilla gradient descent
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    near-optimal sample complexity
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    near-optimal computational complexity
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