DAGs with No Fears: A Closer Look at Continuous Optimization for Learning Bayesian Networks.
Dennis WeiTian GaoYue YuPublished in: CoRR (2020)
Keyphrases
- learning bayesian networks
- continuous optimization
- directed acyclic graph
- conditional independence
- statistical data
- bayesian networks
- incomplete data
- optimization methods
- simulated annealing
- optimization strategy
- linear models
- structure learning
- metaheuristic
- random variables
- causal models
- databases
- graphical models
- cost function
- bayesian inference
- image segmentation