Tag: dcc

Theoretical Foundations of the Deep Copula Classifier: A Generative Approach to Modeling Dependent Features arXiv:2505.22997v1 Announce Type: new Abstract: Traditional classifiers often assume feature independence or rely on overly simplistic relationships, leading to poor performance in settings where real-world dependencies matter. We introduce the Deep Copula Classifier (DCC), a generative model that separates the learning…