Learning Ensembles of Potential Functions for Structured Prediction with Latent Variables.
Hossein HajimirsadeghiGreg MoriPublished in: ICCV (2015)
Keyphrases
- structured prediction
- latent variables
- structured output
- structural svms
- max margin
- probabilistic model
- latent variable models
- prior knowledge
- conditional random fields
- maximum margin
- approximate inference
- efficient learning
- hidden variables
- random variables
- discriminative learning
- maximum entropy
- support vector machine
- posterior distribution
- active learning
- potential functions
- convex optimization
- markov networks
- learning tasks
- learning algorithm
- gaussian process
- information retrieval
- learning problems
- topic models
- supervised learning
- computer vision