Incorporating structural constraints into continuous optimization for causal discovery.
Zidong WangXiaoguang GaoXiaohan LiuXinxin RuQingfu ZhangPublished in: Neurocomputing (2024)
Keyphrases
- structural constraints
- continuous optimization
- causal discovery
- causal models
- causal relationships
- discovery process
- linear models
- pattern discovery
- bayesian networks
- optimization methods
- metaheuristic
- directed acyclic graph
- latent variables
- conditional independence
- optimization strategy
- simulated annealing
- data mining
- database
- xml elements