1 citations · 1 across the 3 of their papers we have counts for
3 papers
math.OC2025
A Generating Polynomial Based Two-Stage Optimization Method for Tensor Rank Decomposition
Zequn Zheng, Hongchao Zhang, Guangming Zhou
The tensor rank decomposition, also known as canonical polyadic(CP) or simply tensor decomposition, has a long history in multilinear algebra. However, computing a rank decompositi…
math.NA2022
Low Rank Tensor Decompositions and Approximations
Jiawang Nie, Li Wang, Zequn Zheng
There exist linear relations among tensor entries of low rank tensors. These linear relations can be expressed by multi-linear polynomials, which are called generating polynomials.…
cs.LG2022★ 1 cited
Higher Order Correlation Analysis for Multi-View Learning
Jiawang Nie, Li Wang, Zequn Zheng
Multi-view learning is frequently used in data science. The pairwise correlation maximization is a classical approach for exploring the consensus of multiple views. Since the pairw…