2 papers
stat.ML2020
A Mean Field Games model for finite mixtures of Bernoulli and Categorical distributions
Laura Aquilanti, Simone Cacace, Fabio Camilli +1
Finite mixture models are an important tool in the statistical analysis of data, for example in data clustering. The optimal parameters of a mixture model are usually computed by m…
math.NA2019
A Mean Field Games approach to Cluster Analysis
Laura Aquilanti, Simone Cacace, Fabio Camilli +1
In this paper, we develop a Mean Field Games approach to Cluster Analysis. We consider a finite mixture model, given by a convex combination of probability density functions, to de…