CausNet: generational orderings based search for optimal Bayesian networks via dynamic programming with parent set constraints.
Nand SharmaJoshua MillsteinPublished in: BMC Bioinform. (2023)
Keyphrases
- dynamic programming
- bayesian networks
- search algorithm
- probability distribution
- constraint sets
- stereo matching
- decision variables
- solution space
- exhaustive search
- minimum cost
- lower and upper bounds
- search strategies
- conditional independencies
- reducing the search space
- symmetry breaking
- equivalence classes
- conditional probabilities
- greedy algorithm
- graphical models
- small number
- search space
- reinforcement learning