From Adaptive Kernel Density Estimation to Sparse Mixture Models

Colas Schretter, Jianyong Sun, Peter Schelkens

We introduce a balloon estimator in a generalized expectation-maximization method for estimating all parameters of a Gaussian mixture model given one data sample per mixture compon…