Tensor Networks for Dimensionality Reduction, Big Data and Deep Learning

This work elucidates, through graphical illustrations, that low-rank tensor approximations and sophisticated contractions of core tensors, tensor networks have the ability to perform distributed computations on otherwise prohibitively large volume of data/parameters.