Adaptive Randomized Tensor Train Rounding Using Khatri–Rao Products
Abstract. Approximating a tensor in the tensor train (TT) format has many important applications in scientific computing. Rounding a TT tensor involves further compressing a tensor that is already in the TT format. This paper proposes new randomized algorithms for TT-rounding that use sketches based on Khatri-Rao prod...