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...

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Bibliographic Details
Main Authors: Yanchun Zhao, Mengzhu Zhang, Qian Ni, Xuhui Wang
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Mathematics
Subjects:
Online Access:https://www.mdpi.com/2227-7390/11/2/291