Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of Nadaraya-Watson kernel regression using the C# language. NW kernel regression is simple to implement and is ...

The project aims to research and develop a python package to solve PDEs using the Collocation Method with Radial Basis Functions (RBF). This a project done for the Centro de Investigación en ...

To tackle the challenges, this article proposes RBFleX-NAS, a novel training-free NAS framework that accounts for both activation outputs and input features of the last layer with a radial basis ...

State Key Laboratory of Hydrology-Water Resources and Hydraulic Engineering, Center for Numerical Simulation Software in Engineering and Sciences, College of Mechanics and Materials, Hohai University, ...

Regarding the kernel for the SVM, the radial basis function (RBF) was used (Huang et al., 2014). The kernel trick is remapping to a different plane or dimension to obtain a decision boundary, wherein ...

CBFM is an R package for spatial and spatio-temporal joint species distributing modeling of multivariate abundance data, based on the idea of using community-level (species-common) basis functions. It ...