Learning and Inference with Constraints.
Ming-Wei ChangLev-Arie RatinovNicholas RizzoloDan RothPublished in: AAAI (2008)
Keyphrases
- learning algorithm
- learning systems
- learning process
- inference process
- learning tasks
- active learning
- online learning
- efficient learning
- constrained optimization
- learning scenarios
- knowledge acquisition
- neural network
- reinforcement learning
- probabilistic model
- training set
- objective function
- incremental learning
- learning community
- case study
- learning scheme
- knowledge base
- artificial intelligence
- markov logic