Deep Networks for Tensor Approximation

Benefiting from the powerful fitting ability, deep learning has shown outstanding results in some fields compared with other machine learning methods, such as computer vision and natural language processing. Driven by the emergency of a large amount of multidimensional data, many efforts are put to employ deep learning methods to solve tensor-based machine learning for data processing, such as compressive sensing and tensor completion.