MALIBOO: When Machine Learning meets Bayesian Optimization.
Bruno GuindaniDanilo ArdagnaAlessandra GuglielmiPublished in: SmartCloud (2022)
Keyphrases
- machine learning
- global optimization
- computer vision
- supervised learning
- optimization approaches
- learning algorithm
- knowledge discovery
- optimization problems
- machine learning algorithms
- computational intelligence
- data analysis
- bayesian inference
- gaussian processes
- knowledge acquisition
- optimization methods
- optimization process
- computational biology
- information extraction
- machine learning approaches
- bayesian learning
- computer science
- reinforcement learning
- artificial intelligence
- monte carlo sampling
- bayesian estimation
- constrained optimization
- discrete optimization
- statistical learning
- maximum likelihood
- inductive learning
- learning problems
- learning tasks
- learning systems
- neural network
- text mining
- active learning
- feature space
- bayesian networks
- training data
- genetic algorithm
- data mining