Bayesian Optimization for More Automatic Machine Learning.
Frank HutterPublished in: MetaSel@ECAI (2014)
Keyphrases
- machine learning
- machine learning methods
- data driven
- optimization approaches
- pattern recognition
- optimization algorithm
- machine learning algorithms
- maximum likelihood
- optimization problems
- artificial intelligence
- efficient optimization
- machine learning approaches
- global optimization
- learning problems
- fully automatic
- monte carlo sampling
- supervised machine learning
- optimization process
- optimization method
- learning algorithm
- learning systems
- bayesian networks
- reinforcement learning
- data analysis
- data mining
- computer vision
- computational biology
- text mining
- optimization model
- supervised learning
- genetic algorithm
- computer science