Infinite Latent Conditional Random Fields for Modeling Environments through Humans.
Yun JiangAshutosh SaxenaPublished in: Robotics: Science and Systems (2013)
Keyphrases
- conditional random fields
- graphical models
- probabilistic model
- hidden markov models
- sequence labeling
- named entity recognition
- random fields
- structured prediction
- information extraction
- semi markov
- markov random field
- generative model
- web page prediction
- crf model
- markov networks
- pairwise
- maximum entropy
- markov models
- log linear models
- latent variables
- restricted boltzmann machine
- structured learning
- image labeling
- higher order
- prediction accuracy
- contextual features
- protein fold recognition
- maximum likelihood
- weighted sums
- information retrieval