Learning from Multiway Data: Simple and Efficient Tensor Regression

Rose Yu, Yan Liu

Abstract: Tensor regression has shown to be advantageous in learning tasks with multi-directional relatedness. Given massive multiway data, traditional methods are often too slow to operate on or suffer from...