Risk Minimization in Structured Prediction using Orbit Loss.
Danny KarmonJoseph KeshetPublished in: CoRR (2015)
Keyphrases
- upper bound
- risk minimization
- structured prediction
- generalization error
- maximum margin
- loss function
- conditional random fields
- efficient learning
- latent variables
- approximate inference
- convex optimization
- graphical models
- active learning
- markov networks
- image segmentation
- supervised learning
- model selection
- least squares
- data sets
- pattern classification
- training set
- learning algorithm