Hyperparameter Optimization for Approximate Bayesian Computation.
Prashant SinghAndreas HellanderPublished in: WSC (2018)
Keyphrases
- efficient computation
- gaussian processes
- global optimization
- optimization problems
- optimization algorithm
- data driven
- exact computation
- model selection
- numerical integration
- efficiently computing
- bayesian learning
- constrained optimization
- efficient optimization
- discrete optimization
- optimization model
- bayesian methods
- bayesian networks
- posterior distribution
- optimization method
- parameter estimation
- feature space