Taking Human out of Learning Applications: A Survey on Automated Machine Learning.
Quanming YaoMengshuo WangHugo Jair EscalanteIsabelle GuyonYi-Qi HuYu-Feng LiWei-Wei TuQiang YangYang YuPublished in: CoRR (2018)
Keyphrases
- machine learning
- human learning
- learning systems
- learning algorithm
- learning tasks
- inductive learning
- reinforcement learning
- supervised learning
- statistical learning
- human experts
- semi automated
- language acquisition
- knowledge acquisition
- active learning
- decision trees
- data sets
- learning scheme
- covariate shift
- artificial intelligence
- explanation based learning
- learning models
- data mining
- inductive inference
- application of machine learning methods
- deep learning
- educational data mining
- human interaction
- learning analytics
- machine learning methods
- mobile learning
- online learning
- semi supervised
- knowledge representation
- natural language
- knowledge base