Simultaneous Twin Kernel Learning Using Polynomial Transformations for Structured Prediction.
Chetan TondeAhmed M. ElgammalPublished in: CVPR (2014)
Keyphrases
- structured prediction
- kernel learning
- maximum margin
- multiple kernel learning
- conditional random fields
- kernel function
- kernel matrix
- markov networks
- kernel methods
- learning tasks
- semi supervised
- dimensionality reduction
- convex optimization
- latent variables
- pairwise constraints
- multi task learning
- feature selection
- binary classification
- support vector
- semi supervised learning
- maximum likelihood
- graphical models
- multi label
- hyperplane
- labeled data
- markov random field
- higher order
- probabilistic model
- pairwise
- pattern recognition