Scalable structured prediction for richly structured socio-behavioral data.
Lise GetoorPublished in: RecSys (2018)
Keyphrases
- structured prediction
- behavioral data
- structured output
- structured learning
- maximum margin
- conditional random fields
- cognitive model
- behavior patterns
- latent variables
- markov networks
- efficient learning
- behavioral patterns
- convex optimization
- approximate inference
- graphical models
- learning algorithm
- belief networks
- raw data
- maximum likelihood
- machine learning
- model selection
- hidden markov models
- support vector
- knowledge base
- social networks