Abstract: This paper introduces Polynomial Graphical Lasso (PGL), a new approach to learning graph structures from nodal signals. Our key contribution lies in modeling the signals as Gaussian and ...
Abstract: This article presents a weighted least squares (WLS) method based on the generalized Laguerre polynomial (GLP) for designing graph filters capable of processing irregular data collected from ...
Polynomial equations are fundamental concepts in mathematics that define relationships between numbers and variables in a structured manner. In mathematics, various equations are composed using ...