Deterministic global optimization with Gaussian processes embedded.
Artur M. SchweidtmannDominik BongartzDaniel GrotheTim KerkenhoffXiaopeng LinJaromil NajmanAlexander MitsosPublished in: Math. Program. Comput. (2021)
Keyphrases
- global optimization
- gaussian processes
- gaussian process
- gaussian process regression
- particle swarm optimization
- covariance function
- constrained global optimization
- deterministic annealing
- multi task
- hyperparameters
- gaussian process models
- human pose estimation
- cross validation
- regression model
- latent variables
- bayesian framework
- neural network