research
∙
03/20/2022
Getting more from your regression model: A free lunch?
We consider a simple approach for approximating detailed information abo...
share
research
∙
08/07/2021
Clustering Large Data Sets with Incremental Estimation of Low-density Separating Hyperplanes
An efficient method for obtaining low-density hyperplane separators in t...
research
∙
04/07/2020
Optimal Projections for Gaussian Discriminants
The problem of obtaining optimal projections for performing discriminant...
research
∙
01/07/2020
Fast Kernel Smoothing in R with Applications to Projection Pursuit
This paper introduces the R package FKSUM, which offers fast and exact e...
research
∙
12/16/2018
Connecting Spectral Clustering to Maximum Margins and Level Sets
We study the connections between spectral clustering and the problems of...
research
∙
06/06/2018
Degrees of Freedom and Model Selection for kmeans Clustering
This paper investigates the problem of model selection for kmeans cluste...
research
∙
06/02/2018
Fast Exact Univariate Kernel Density Estimation
This paper presents new methodology for computationally efficient kernel...
research
∙
09/04/2015