Quantum Annealing for Variational Bayes Inference (2009)
Sato, Issei, Kurihara, Kenichi, Tanaka, Shu, Nakagawa, Hiroshi, Miyashita, Seiji
This paper presents studies on a deterministic annealing algorithm based on quantum annealing for variational Bayes (QAVB) inference, which can be seen as an extension of the simulated annealing for...
In this paper, we proposed a novel probabilistic generative model to deal with explicit multiple-topic documents: Parametric Dirichlet Mixture Model(PDMM). PDMM is an expansion of an existing...