Finding emergence in data: causal emergence inspired dynamics learning.
Mingzhe YangZhipeng WangKaiwei LiuYingqi RongBing YuanJiang ZhangPublished in: CoRR (2023)
Keyphrases
- data sets
- learning algorithm
- data processing
- raw data
- high quality
- data sources
- database
- online learning
- prior knowledge
- background knowledge
- high dimensional data
- experimental data
- data collection
- human experts
- noisy data
- data mining techniques
- small number
- image data
- knowledge discovery
- probability distribution
- active learning
- learning process
- data structure
- training data
- machine learning
- input data
- end users
- unsupervised learning
- learning systems
- sensor data
- training set
- data distribution
- bayesian network learning