ReinBo: Machine Learning Pipeline Conditional Hierarchy Search and Configuration with Bayesian Optimization Embedded Reinforcement Learning.
Xudong SunJiali LinBernd BischlPublished in: PKDD/ECML Workshops (1) (2019)
Keyphrases
- machine learning
- reinforcement learning
- learning algorithm
- search algorithm
- search space
- supervised learning
- function approximation
- optimization algorithm
- efficient optimization
- bayesian inference
- knowledge acquisition
- optimization problems
- search strategy
- hierarchically organized
- machine learning methods
- neural network
- computer science
- global optimization
- search methods
- global search
- computer vision
- natural language processing
- optimal policy
- transfer learning
- text mining
- posterior probability
- embedded systems
- bayesian networks
- decision trees
- optimization process
- bayesian methods