Towards Federated Bayesian Network Structure Learning with Continuous Optimization.
Ignavier NgKun ZhangPublished in: AISTATS (2022)
Keyphrases
- continuous optimization
- bayesian network structure learning
- bayesian networks
- graph theoretic
- structure learning
- optimization methods
- hill climbing search
- simulated annealing
- hill climbing
- metaheuristic
- max min
- optimization strategy
- linear models
- graphical models
- genetic algorithm
- parameter estimation
- markov random field
- search space
- optimization algorithm
- tabu search
- conditional independence
- probabilistic model
- multi objective