Ensemble Methods for Structured Prediction.
Corinna CortesVitaly KuznetsovMehryar MohriPublished in: ICML (2014)
Keyphrases
- ensemble methods
- structured prediction
- prediction accuracy
- maximum margin
- conditional random fields
- decision trees
- benchmark datasets
- machine learning methods
- latent variables
- convex optimization
- efficient learning
- base classifiers
- approximate inference
- markov networks
- binary classification
- base learners
- information extraction
- belief networks
- high dimensional
- data sets
- data mining
- maximum likelihood
- machine learning
- feature selection
- pattern recognition