Adaptive Nonparametric Density Estimation with B-Spline Bases

Learning density estimation is important in probabilistic modeling and reasoning with uncertainty. Since B-spline basis functions are piecewise polynomials with local support, density estimation with B-splines shows its advantages when intensive numerical computations are involved in the subsequent...

Descrición completa

Detalles Bibliográficos
Main Authors: Yanchun Zhao, Mengzhu Zhang, Qian Ni, Xuhui Wang
Formato: Artigo
Idioma:English
Publicado: MDPI AG 2023-01-01
Series:Mathematics
Subjects:
Acceso en liña:https://www.mdpi.com/2227-7390/11/2/291