k-Optimal: A Novel Approximate Inference Algorithm for ProbLog.
Joris RenkensGuy Van den BroeckSiegfried NijssenPublished in: ILP (2011)
Keyphrases
- approximate inference
- dynamic programming
- worst case
- optimal solution
- learning algorithm
- loopy belief propagation
- energy function
- preprocessing
- k means
- probabilistic model
- gaussian process
- expectation maximization
- expectation propagation
- factor graphs
- message passing
- belief propagation
- segmentation algorithm
- graphical models
- prior knowledge
- bayesian networks