Bootstrapping EM via Power EM and Convergence in the Naive Bayes Model.
Costis DaskalakisChristos TzamosManolis ZampetakisPublished in: AISTATS (2018)
Keyphrases
- naive bayes
- probabilistic model
- em algorithm
- expectation maximization
- decision trees
- classification accuracy
- bayesian networks
- machine learning
- bayesian framework
- classification algorithm
- independence assumption
- naive bayes classifier
- text categorization
- mixture model
- parameter estimation
- logistic regression
- generative model
- text classification
- bayesian classifier
- probability distribution