StructED: Risk Minimization in Structured Prediction.
Yossi AdiJoseph KeshetPublished in: J. Mach. Learn. Res. (2016)
Keyphrases
- risk minimization
- structured prediction
- maximum margin
- loss function
- generalization error
- conditional random fields
- efficient learning
- markov networks
- latent variables
- convex optimization
- support vector
- approximate inference
- cross validation
- data sets
- active learning
- data mining
- pattern classification
- probabilistic model
- feature vectors
- pairwise