DeRDaVa: Deletion-Robust Data Valuation for Machine Learning.
Xiao TianRachael Hwee Ling SimJue FanBryan Kian Hsiang LowPublished in: AAAI (2024)
Keyphrases
- machine learning
- data sets
- data structure
- data analysis
- high quality
- data collection
- knowledge discovery
- data processing
- data sources
- information extraction
- complex data
- original data
- synthetic data
- small number
- training data
- natural language processing
- input data
- image data
- data points
- computer systems
- statistical analysis
- reinforcement learning
- background knowledge
- data distribution
- data acquisition
- machine learning methods
- data quality
- database