Using the H-Divergence to Prune Probabilistic Automata.
Marc BernardBaptiste JeudyJean-Philippe PeyracheMarc SebbanFranck ThollardPublished in: ICTAI (2011)
Keyphrases
- probabilistic automata
- relative entropy
- information theoretic
- finite automata
- information theory
- log likelihood
- search space
- covariance matrix
- mutual information
- sound theoretical
- finite state automata
- bregman divergences
- kullback leibler divergence
- maximum entropy
- markov chain
- hidden markov models
- relational databases
- bayesian networks