A Concise Information-Theoretic Derivation of the Baum-Welch algorithm.
Alireza NejatiCharles P. UnsworthPublished in: CoRR (2014)
Keyphrases
- information theoretic
- baum welch
- hidden markov models
- log likelihood
- dynamic programming
- jensen shannon divergence
- feature space
- information bottleneck
- tree structure
- k means
- similarity measure
- mutual information
- probabilistic model
- relative entropy
- expectation maximization
- information theory
- sequential data
- kullback leibler divergence
- bregman divergences
- entropy measure
- feature vectors
- association rules
- jensen shannon