Effective Data Selection and Replay for Unsupervised Continual Learning.
Hanmo LiuShimin DiHaoyang LiShuangyin LiLei ChenXiaofang ZhouPublished in: ICDE (2024)
Keyphrases
- data sets
- raw data
- prior knowledge
- high quality
- data structure
- learning systems
- computer systems
- data collection
- online learning
- supervised learning
- data analysis
- data sources
- unsupervised learning
- learning process
- experimental data
- data distribution
- input data
- human experts
- original data
- background knowledge
- spatial data
- attribute values
- data quality
- accurate models
- statistical analysis
- data processing
- knowledge discovery
- data points
- reinforcement learning
- training data
- metadata
- learning algorithm
- machine learning
- neural network