Online Max-Margin Weight Learning with Markov Logic Networks.
Tuyen N. HuynhRaymond J. MooneyPublished in: Statistical Relational Artificial Intelligence (2010)
Keyphrases
- markov logic networks
- max margin
- first order logic
- markov networks
- structured prediction
- latent variables
- learning algorithm
- maximum margin
- prior knowledge
- efficient learning
- structure learning
- reinforcement learning
- conditional random fields
- learning scheme
- parameter learning
- statistical learning
- learning tasks
- graphical models
- multi class
- image segmentation