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