鲁晨光混合模型研究

Chenguang Lu's studies on Mixture Models

 

2018-4

EM算法的问题和出路

用交叉熵和语义互信息解释EM算法, 并提供CM和EM及其变种对比,提供CM算法收敛的严格证明——用Shannon信息率失真分析方法。

2017

Channels' Matching Algorithm for Mixture Models

Cm4mix.ppt

In: Shi et al. (Eds.) IFIP International Federation for Information Processing, pp. 321332. Springer International Publishing, Switzerland (2017).

 

 

Recent studies on semantic information and machine learning: http://survivor99.com/lcg/CM/Recent.html

 

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English Homapage

 

Papers on ArXiv