Online Algorithms for Sum-Product Networks with Continuous Variables.
Priyank JainiAbdullah RashwanHan ZhaoYue LiuErshad BanijamaliZhitang ChenPascal PoupartPublished in: Probabilistic Graphical Models (2016)
Keyphrases
- continuous variables
- online algorithms
- online learning
- bayesian networks
- dynamic systems
- lower bound
- learning algorithm
- worst case
- mixed integer
- hidden variables
- network structure
- metaheuristic
- structure learning
- joint distribution
- upper bound
- optimization problems
- probability distribution
- convex hull
- objective function
- valid inequalities