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Factorization Approach for Low-complexity Matrix Completion Problems: Exponential Number of Spurious Solutions and Failure of Gradient Methods


Oct 19, 2021
Baturalp Yalcin, Haixiang Zhang, Javad Lavaei, Somayeh Sojoudi

* 21 pages, 1 figure 

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A Mathematical Foundation for Robust Machine Learning based on Bias-Variance Trade-off


Jun 22, 2021
Ou Wu, Weiyao Zhu, Yingjun Deng, Haixiang Zhang, Qinghu Hou


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