Category Archives: statistics

Optimizing the Dirichlet hyperparameters

One of the things you’ll notice in papers describing generative models of documents using a Dirichlet prior is to simply fix the Dirichlet hyperparameter that controls the distributions of topic mixtures for each document. This isn’t ideal when you wish … Continue reading

Posted in optimization, statistics | Tagged , , , | Leave a comment