Collapsed variational inference for HDP

A wide variety of Dirichlet-multinomial 'topic' models have found interesting applications in recent years. While Gibbs sampling remains an important method of inference in such models, variational techniques have certain advantages such as easy assessment of convergence, easy optimization...

Бүрэн тодорхойлолт

Номзүйн дэлгэрэнгүй
Үндсэн зохиолчид: Teh, Y, Kurihara, K, Welling, M
Формат: Journal article
Хэл сонгох:English
Хэвлэсэн: 2009