Learning to Abstain From Uninformative Data.
Yikai ZhangSongzhu ZhengMina DalirrooyfardPengxiang WuAnderson SchneiderAnant RajYuriy NevmyvakaChao ChenPublished in: CoRR (2023)
Keyphrases
- data sets
- learning algorithm
- background knowledge
- data analysis
- prior knowledge
- data processing
- synthetic data
- supervised learning
- learning process
- learning models
- human experts
- sensor data
- learning systems
- high quality
- data structure
- data sources
- data collection
- high dimensional data
- learning problems
- data distribution
- social networks
- relational databases
- data quality
- raw data
- high dimensional
- statistical methods
- experimental data
- image data
- database systems
- statistical analysis
- unsupervised learning
- small number
- online learning