BayesOpt: a Bayesian optimization library for nonlinear optimization, experimental design and bandits.
Ruben Martinez-CantinPublished in: J. Mach. Learn. Res. (2014)
Keyphrases
- nonlinear optimization
- experimental design
- optimization method
- starting points
- active learning
- empirical studies
- global search
- bundle adjustment
- closed form solutions
- sample size
- optimization algorithm
- optimization problems
- evolutionary algorithm
- feature selection
- maximum likelihood
- image sequences
- machine learning
- structure from motion
- differential evolution
- worst case
- lower bound
- initial solution