Active learning of local predictable representations with artificial curiosity.
Mathieu LefortAlexander GepperthPublished in: ICDL-EPIROB (2015)
Keyphrases
- active learning
- higher level
- learning strategies
- semi supervised
- learning process
- experimental design
- artificial life
- labeled data
- supervised learning
- crowd sourced
- computer vision
- learning algorithm
- real world
- imbalanced data classification
- data sets
- database
- music emotion classification
- active learning strategies
- distributed representations
- pool based active learning
- multiple representations
- representation scheme
- transfer learning
- training examples
- probabilistic model
- training set
- lower bound
- artificial intelligence
- neural network
- real time