Tensor Canonical Correlation Analysis With Convergence and Statistical Guarantees

You-Lin Chen, Mladen Kolar, Ruey S. Tsay

Abstract: In many applications, such as classification of images or videos, it is of interest to develop a framework for tensor data instead of an ad-hoc way of transforming data to vectors due to the comput...