Bayesian Inference with Posterior Regularization and applications to Infinite Latent SVMs

Jun Zhu, Ning Chen, Eric P. Xing

Existing Bayesian models, especially nonparametric Bayesian methods, rely on specially conceived priors to incorporate domain knowledge for discovering improved latent representati…