A General Framework for Consistent Structured Prediction with Implicit Loss Embeddings.
Carlo CilibertoLorenzo RosascoAlessandro RudiPublished in: J. Mach. Learn. Res. (2020)
Keyphrases
- structured prediction
- maximum margin
- conditional random fields
- markov networks
- efficient learning
- latent variables
- approximate inference
- convex optimization
- dimensionality reduction
- pattern classification
- belief networks
- graphical models
- multi task
- machine learning
- first order logic
- low dimensional
- probabilistic model