Beheshteh T. Rakhshan

Efficient Leverage Score Sampling for Tensor Train Decomposition

Tensor Train~(TT) decomposition is widely used in the machine learning and quantum physics communities as a popular tool to efficiently compress high-dimensional tensor data. In this paper, we propose an efficient algorithm to accelerate computing the TT decomposition with the Alternating Least Squa…