Probabilistic Classification by Density Estimation Using Gaussian Mixture Model and Masked Autoregressive Flow

Benyamin Ghojogh, Milad Amir Toutounchian

Density estimation, which estimates the distribution of data, is an important category of probabilistic machine learning. A family of density estimators is mixture models, such as…