Mixture Density Network Estimation of Continuous Variable Maximum Likelihood Using Discrete Training Samples

Charles Burton, Spencer Stubbs, Peter Onyisi

Mixture Density Networks (MDNs) can be used to generate probability density functions of model parameters $\mathbf{\theta }$ given a set of observables $\mathbf{x}$. In some applicatio…