Exploring the Learning Difficulty of Data: Theory and Measure.
Weiyao ZhuOu WuFengguang SuYingjun DengPublished in: ACM Trans. Knowl. Discov. Data (2024)
Keyphrases
- data analysis
- data sets
- database
- training data
- prior knowledge
- input data
- learning systems
- synthetic data
- online learning
- knowledge discovery
- data points
- high quality
- learning process
- data sources
- data structure
- original data
- learning algorithm
- knowledge acquisition
- learning tasks
- statistical analysis
- data mining
- learning models
- raw data
- data distribution
- spatial data
- background knowledge
- databases
- high dimensional data
- learning styles
- computer systems
- data collection
- similarity measure
- image data