Structured Prediction by Least Squares Estimated Conditional Risk Minimization.
Chong Yang GohPatrick JailletPublished in: CoRR (2016)
Keyphrases
- structured prediction
- risk minimization
- least squares
- maximum margin
- loss function
- conditional random fields
- efficient learning
- generalization error
- parameter estimation
- latent variables
- markov networks
- optical flow
- graphical models
- approximate inference
- bayesian networks
- belief networks
- convex optimization
- support vector
- data sets
- posterior probability
- conditional probabilities
- ls svm
- maximum likelihood
- denoising