Compressing Bayesian Networks: Swarm-Based Descent, Efficiency, and Posterior Accuracy.
Yang XiangBenjamin BairdPublished in: Canadian Conference on AI (2018)
Keyphrases
- bayesian networks
- computational efficiency
- computational complexity
- probability distribution
- high accuracy
- posterior probability
- classification accuracy
- success rate
- prediction accuracy
- data compression
- incomplete data
- neural network
- cooperative
- probabilistic model
- computational cost
- collective behavior
- highly accurate
- expert knowledge
- execution speed
- bayesian framework
- swarm intelligence
- maximum a posteriori
- error rate
- multi class