Yuning Yang

most citedThe Epsilon-Alternating Least Squares for Orthogonal Low-Rank Tensor Approximation and Its Global Convergence

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

math.OC2019★ 1 cited

The Epsilon-Alternating Least Squares for Orthogonal Low-Rank Tensor Approximation and Its Global Convergence

Yuning Yang

The epsilon alternating least squares ( $ε$ -ALS) is developed and analyzed for canonical polyadic decomposition (approximation) of a higher-order tensor where one or more of the fac…

math.OC2019

Efficiently Maximizing a Homogeneous Polynomial over Unit Sphere without Convex Relaxation

Yuning Yang, Guoyin Li

This work studies the problem of maximizing a higher degree real homogeneous multivariate polynomial over the unit sphere. This problem is equivalent to finding the leading eigenva…