Learning A* underestimates: Using inference to guide inference.
Gregory DruckMukund NarasimhanPaul A. ViolaPublished in: AISTATS (2007)
Keyphrases
- markov logic
- structured prediction
- inference process
- learning algorithm
- boltzmann machine
- dynamic bayesian networks
- learning process
- bayesian networks
- efficient learning
- learning systems
- bayesian inference
- markov logic networks
- parameter learning
- probabilistic inference
- incremental learning
- prior knowledge
- decision theoretic
- reinforcement learning
- active learning
- learning problems
- unsupervised learning
- online learning
- training set
- inductive inference
- structure learning
- supervised learning
- probability distribution
- training data
- grammatical inference
- knowledge base
- neural network