arXiv stat.ML
· Papers
Gaussian mixtures and non-parametric likelihoods through the lens of statistical mechanics
arXiv:2603.23196v2 Announce Type: replace-cross Abstract: In this work, we investigate Gaussian Mixture Models ({it abbrv} GMM) and the related problem of non parametric maximum likelihood estimation ({it abbrv} NPMLE) from the perspective of statistical mechanics. In particular, we establish stability guarantees for