Learning latent variable structured prediction models with Gaussian perturbations.
Kevin BelloJean HonorioPublished in: CoRR (2018)
Keyphrases
- structured prediction
- latent variables
- structured output
- conditional random fields
- maximum margin
- latent variable models
- probabilistic model
- max margin
- discriminative learning
- efficient learning
- convex optimization
- approximate inference
- prior knowledge
- markov networks
- hidden variables
- structured prediction problems
- learning models
- graphical models
- random variables
- markov random field
- dimensionality reduction
- principal component analysis
- knowledge representation
- information retrieval