Learning Graphs From Data: A Signal Representation Perspective.
Xiaowen DongDorina ThanouMichael G. RabbatPascal FrossardPublished in: IEEE Signal Process. Mag. (2019)
Keyphrases
- data sets
- learning algorithm
- prior knowledge
- original data
- data collection
- input data
- high quality
- human experts
- data sources
- signal processing
- data quality
- raw data
- learning tasks
- data processing
- data analysis
- data points
- active learning
- supervised learning
- learning process
- background knowledge
- learning systems
- synthetic data
- labeled data
- data mining techniques
- knowledge acquisition
- knowledge discovery
- frequency domain
- image data
- high frequency
- high dimensional
- semi supervised
- data streams
- training data
- hidden variables
- graph representation