Coarse-Refinement Dilemma: On Generalization Bounds for Data Clustering

Yule Vaz, Rodrigo Fernandes de Mello, Carlos Henrique Grossi

The Data Clustering (DC) problem is of central importance for the area of Machine Learning (ML), given its usefulness to represent data structural similarities from input spaces. D…