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Uncertainty quantification for nonconvex tensor completion: Confidence intervals, heteroscedasticity and optimality

Jun 15, 2020
Changxiao Cai, H. Vincent Poor, Yuxin Chen

* Accepted in part to ICML 2020 

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Nonconvex Low-Rank Symmetric Tensor Completion from Noisy Data

Nov 11, 2019
Changxiao Cai, Gen Li, H. Vincent Poor, Yuxin Chen


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Subspace Estimation from Unbalanced and Incomplete Data Matrices: $\ell_{2,\infty}$ Statistical Guarantees

Oct 09, 2019
Changxiao Cai, Gen Li, Yuejie Chi, H. Vincent Poor, Yuxin Chen


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