Estimating Mixture Distributions via Stochastic Mirror Descent

Mohammadreza Ahmadypour, Tara Javidi, Farinaz Koushanfar

We revisit the classical problem of estimating an unknown distribution from its samples by fitting a mixture model that minimizes cross-entropy loss. Framing the task as a stochast…