FairX: A comprehensive benchmarking tool for model analysis using fairness, utility, and explainability.
Md. Fahim SikderResmi RamachandranpillaiDaniel de LengFredrik HeintzPublished in: CoRR (2024)
Keyphrases
- probabilistic model
- computational model
- formal model
- sensitivity analysis
- conceptual model
- neural network
- data structure
- quantitative analysis
- mathematical model
- analysis tool
- decision theoretic
- empirical data
- neural network model
- resource allocation
- statistical analysis
- em algorithm
- cost function
- prior knowledge
- image analysis
- artificial neural networks
- image sequences
- database systems