Bayesian Optimization of Combinatorial Structures.
Ricardo BaptistaMatthias PoloczekPublished in: ICML (2018)
Keyphrases
- optimization algorithm
- optimization process
- optimization problems
- database
- bayesian networks
- optimization method
- databases
- optimization model
- evolutionary algorithm
- data driven
- monte carlo sampling
- joint optimization
- bayesian estimation
- decision theory
- combinatorial optimization
- multiscale
- global optimization
- maximum entropy
- bayesian inference
- image processing
- gaussian processes
- genetic algorithm
- information retrieval
- structural features
- machine learning
- neural network
- real time