On the Power of Truncated SVD for General High-rank Matrix Estimation Problems

Simon S. Du, Yining Wang, Aarti Singh

Neural Information Processing Systems 

We show that given an estimate  that is close to a general high-rank positive semidefinite (PSD) matrix A in spectral norm (i.e.,  A

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