Learning latent variable structured prediction models with Gaussian perturbations.
Kevin BelloJean HonorioPublished in: NeurIPS (2018)
Keyphrases
- structured prediction
- latent variables
- structured output
- maximum margin
- conditional random fields
- probabilistic model
- max margin
- latent variable models
- discriminative learning
- markov networks
- efficient learning
- random variables
- prior knowledge
- higher order
- graphical models
- structured prediction problems
- hidden variables
- posterior distribution
- convex optimization
- supervised learning
- approximate inference
- gaussian process
- document classification
- multi task
- parameter estimation
- information extraction
- machine learning