Towards Federated Bayesian Network Structure Learning with Continuous Optimization.
Ignavier NgKun ZhangPublished in: CoRR (2021)
Keyphrases
- continuous optimization
- bayesian network structure learning
- structure learning
- bayesian networks
- graph theoretic
- optimization methods
- simulated annealing
- hill climbing search
- hill climbing
- optimization strategy
- metaheuristic
- linear models
- max min
- parameter estimation
- graphical models
- genetic algorithm
- variable selection
- conditional independence
- objective function