Combinatorial Bayesian Optimization using the Graph Cartesian Product.
ChangYong OhJakub M. TomczakEfstratios GavvesMax WellingPublished in: NeurIPS (2019)
Keyphrases
- cartesian product
- efficient optimization
- global optimization
- optimization methods
- optimization process
- bayesian networks
- optimization problems
- random walk
- monte carlo sampling
- combinatorial search
- bayesian learning
- graph theoretic
- graph representation
- graph theory
- optimization algorithm
- maximum likelihood
- constrained optimization
- graph model
- graph matching
- decision theory
- shortest path
- lower bound
- graph based algorithm
- multi agent
- neural network