Feature Selection and Dualities in Maximum Entropy Discrimination
Tony JebaraTommi S. JaakkolaPublished in: CoRR (2013)
Keyphrases
- maximum entropy discrimination
- feature selection
- maximum margin
- multi task
- multi view
- maximum entropy
- markov networks
- max margin
- support vector
- structured prediction
- mutual information
- multi class
- support vector machine
- co training
- feature set
- unsupervised learning
- machine learning
- text categorization
- learning tasks
- feature extraction
- first order logic
- belief propagation
- hyperplane
- information gain
- single view
- three dimensional
- maximum entropy principle
- cross validation
- pattern classification
- model selection
- maximum likelihood
- text classification
- graphical models
- dimensionality reduction
- learning algorithm