DeRDaVa: Deletion-Robust Data Valuation for Machine Learning.
Xiao TianRachael Hwee Ling SimJue FanBryan Kian Hsiang LowPublished in: CoRR (2023)
Keyphrases
- machine learning
- data analysis
- data collection
- data processing
- data structure
- statistical analysis
- knowledge discovery
- data mining techniques
- data sets
- data distribution
- synthetic data
- input data
- small number
- data points
- database
- computer science
- high quality
- end users
- complex data
- experimental data
- computer systems
- decision trees
- training data
- wireless sensor networks
- metadata
- social networks
- data mining
- sensor data
- pattern recognition
- data acquisition
- statistical methods
- original data
- big data
- data sources