Efficient piecewise learning for conditional random fields.
Karteek AlahariChris RussellPhilip H. S. TorrPublished in: CVPR (2010)
Keyphrases
- conditional random fields
- learning process
- structured prediction
- learning algorithm
- structured output
- learning models
- structured learning
- hidden markov models
- max margin learning
- structured domains
- parameter learning
- learning problems
- graphical models
- information extraction
- natural language
- markov random field
- probabilistic model
- fully connected
- decision trees
- computer vision
- information retrieval