3 citations · 3 across the 1 of their papers we have counts for
2 papers
math.OC2024
An Efficient Two-Sided Sketching Method for Large-Scale Tensor Decomposition Based on Transformed Domains
Zhiguang Cheng, Gaohang Yu, Xiaohao Cai +1
Large tensors are frequently encountered in various fields such as computer vision, scientific simulations, sensor networks, and data mining. However, these tensors are often too l…
math.NA2023★ 3 cited
Low-rank Tensor Train Decomposition Using TensorSketch
Zhongming Chen, Huilin Jiang, Gaohang Yu +1
Tensor train decomposition is one of the most powerful approaches for processing high-dimensional data. For low-rank tensor train decomposition of large tensors, the alternating le…