Learning adaptive multiscale approximations to data and functions near low-dimensional sets.
Wenjing LiaoMauro MaggioniStefano VigognaPublished in: ITW (2016)
Keyphrases
- multiscale
- data sets
- data collection
- data points
- data analysis
- synthetic data
- prior knowledge
- high quality
- raw data
- training data
- learning process
- data sources
- high dimensional data
- database
- data processing
- online learning
- low dimensional
- original data
- human experts
- adaptive learning
- data quality
- learning models
- learning algorithm
- image data
- reinforcement learning
- data structure
- active learning
- computer vision
- input space
- image segmentation
- pattern recognition
- missing data
- supervised learning
- end users
- labeled data
- probability distribution
- knowledge acquisition
- knowledge discovery
- scale space
- input data