Causally Regularized Learning with Agnostic Data Selection Bias.
Zheyan ShenPeng CuiKun KuangBo LiPeixuan ChenPublished in: ACM Multimedia (2018)
Keyphrases
- data sets
- learning algorithm
- prior knowledge
- synthetic data
- data collection
- database
- data analysis
- data structure
- human experts
- high quality
- data distribution
- learning systems
- end users
- statistical analysis
- raw data
- learning tasks
- original data
- data quality
- unsupervised learning
- hidden variables
- data mining techniques
- small number
- data sources
- learning process
- reinforcement learning
- bayesian methods
- data processing
- databases
- neural network
- noisy data
- e learning
- training data
- learning problems
- active learning
- knowledge discovery
- high dimensional data
- image data
- computer systems