BayesOpt: A Bayesian Optimization Library for Nonlinear Optimization, Experimental Design and Bandits.
Ruben Martinez-CantinPublished in: CoRR (2014)
Keyphrases
- nonlinear optimization
- experimental design
- optimization method
- starting points
- global search
- active learning
- empirical studies
- bundle adjustment
- sample size
- class imbalance
- feature selection
- optimization problems
- optimization algorithm
- closed form solutions
- multi objective
- game play
- learning algorithm
- maximum likelihood
- optimal solution
- learning process
- evolutionary algorithm
- cost sensitive
- global optimization
- least squares
- structure from motion
- starting point
- genetic algorithm