Search Results for author: Zhuan Li

Found 1 papers, 0 papers with code

Shortcut Matrix Product States and its applications

no code implementations13 Dec 2018 Zhuan Li, Pan Zhang

Matrix Product States (MPS), also known as Tensor Train (TT) decomposition in mathematics, has been proposed originally for describing an (especially one-dimensional) quantum system, and recently has found applications in various applications such as compressing high-dimensional data, supervised kernel linear classifier, and unsupervised generative modeling.

Computational Efficiency

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