Learning Mixture Density via Natural Gradient Expectation Maximization

Yutao Chen, Jasmine Bayrooti, Steven Morad

Mixture density networks are neural networks that produce Gaussian mixtures to represent continuous multimodal conditional densities. Standard training procedures involve maximum l…