Mind the Graph When Balancing Data for Fairness or Robustness.
Jessica SchrouffAlexis BellotAmal Rannen-TrikiAlan MalekIsabela AlbuquerqueArthur GrettonAlexander D'AmourSilvia ChiappaPublished in: CoRR (2024)
Keyphrases
- data sets
- probability distribution
- data points
- raw data
- data analysis
- data collection
- data distribution
- spatial data
- input data
- data processing
- complex data
- experimental data
- application domains
- sensor data
- database
- image data
- prior knowledge
- data structure
- computer systems
- random walk
- knowledge discovery
- data sources
- statistical methods
- high quality
- artificial intelligence
- graph theory