SAVA: Scalable Learning-Agnostic Data Valuation.
Samuel KesslerTam LeVu NguyenPublished in: CoRR (2024)
Keyphrases
- data sets
- prior knowledge
- high quality
- data collection
- background knowledge
- learning algorithm
- data processing
- raw data
- small number
- data analysis
- data structure
- image data
- spatial data
- training data
- decision making
- data objects
- data quality
- data distribution
- domain experts
- noisy data
- missing data
- learning systems
- synthetic data
- computer systems
- supervised learning
- learning process
- reinforcement learning
- decision trees
- machine learning
- data mining
- neural network
- databases