Manifold Structured Prediction.
Alessandro RudiCarlo CilibertoGian Maria MarconiLorenzo RosascoPublished in: NeurIPS (2018)
Keyphrases
- structured prediction
- maximum margin
- conditional random fields
- efficient learning
- latent variables
- markov networks
- approximate inference
- convex optimization
- low dimensional
- high dimensional
- graphical models
- prior knowledge
- belief networks
- feature space
- support vector
- probabilistic model
- markov random field
- machine learning
- first order logic
- hidden markov models
- probabilistic inference
- similarity measure
- image segmentation
- information retrieval