2 papers
cs.LG2025
Clustering by Nonparametric Smoothing
David P. Hofmeyr
A novel formulation of the clustering problem is introduced in which the task is expressed as an estimation problem, where the object to be estimated is a function which maps a poi…
stat.ML2025
Optimal Projections for Classification with Naive Bayes
David P. Hofmeyr, Francois Kamper, Michail C. Melonas
In the Naive Bayes classification model the class conditional densities are estimated as the products of their marginal densities along the cardinal basis directions. We study the…