About this document
Online Bayesian Passive-Aggressive Learning by P6E7P7 is a document available to read on EtoBox.
This document presents online Bayesian Passive-Aggressive (BayesPA) learning, a framework for performing online learning for hierarchical Bayesian models with max-margin constraints. BayesPA generalizes online Passive-Aggressive learning to incorporate latent variables and perform Bayesian inference. As an example, the document applies BayesPA to develop efficient online learning algorithms for supervised topic models and nonparametric topic models. Experimental results on real datasets show BayesPA improve
- Author
- P6E7P7
- Language
- EN