Counterexamples to convergence theorem of maximum-entropy clustering algorithm.
Jian YuHongbo ShiHoukuan HuangXichen SunQianSheng ChengPublished in: Sci. China Ser. F Inf. Sci. (2003)
Keyphrases
- maximum entropy
- convergence theorem
- clustering algorithm
- learning rate
- rapid convergence
- maximum entropy principle
- conditional random fields
- k means
- principle of maximum entropy
- minimum cross entropy
- cluster analysis
- transformation based learning
- iterative scaling
- data clustering
- probabilistic model
- feature selection
- learning algorithm
- data mining