Fairness-Aware Data Valuation for Supervised Learning.
José PombalPedro SaleiroMário A. T. FigueiredoPedro BizarroPublished in: CoRR (2023)
Keyphrases
- data sets
- data analysis
- supervised learning
- training data
- data structure
- database
- data sources
- data distribution
- data collection
- data processing
- data points
- complex data
- original data
- raw data
- statistical analysis
- input data
- historical data
- knowledge discovery
- high quality
- image data
- data mining techniques
- probability distribution
- prior knowledge
- data streams
- sensor data
- application domains
- reinforcement learning
- data acquisition
- database systems
- search engine
- machine learning