变分贝叶斯
作者:凯鲁嘎吉 - 博客园 http://www.cnblogs.com/kailugaji/
1. 参数估计
2. 变分贝叶斯
3. Student’s Distribution Mixture Model
4. 参考文献
[1] Cédric Archambeau, Verleysen M . Robust Bayesian clustering[J]. Neural Networks, 2007, 20(1):129-138.
[2] 详细请参考:华俊豪博客-变分推理、变分贝叶斯算法理解与推导
[3] David M. Blei:变分推断讲义
[4] Corduneanu, A., & Bishop, C. (2001). Variational Bayesian model selection for mixture distributions. In Artifical Intelligence and Statistics (pp. 27–34)