Tensor Canonical Correlation Analysis with Convergence and Statistical Guarantees

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

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…