Learning to Abstain From Uninformative Data.
Yikai ZhangSongzhu ZhengMina DalirrooyfardPengxiang WuAnderson SchneiderAnant RajYuriy NevmyvakaChao ChenPublished in: Trans. Mach. Learn. Res. (2024)
Keyphrases
- data sets
- data analysis
- image data
- learning process
- learning models
- relational databases
- prior knowledge
- original data
- sensor data
- background knowledge
- learning systems
- learning tasks
- raw data
- statistical analysis
- data collection
- data objects
- data quality
- end users
- data sources
- reinforcement learning
- data mining
- database
- complex data
- hidden variables
- learned models
- network structure
- synthetic data
- high dimensional data
- data processing
- input data
- data points
- data model
- data structure
- learning algorithm
- neural network