Model-Agnostic Characterization of Fairness Trade-offs.
Joon Sik KimJiahao ChenAmeet TalwalkarPublished in: CoRR (2020)
Keyphrases
- trade off
- computational model
- parameter values
- artificial intelligence
- network model
- formal model
- neural network model
- cost function
- sensitivity analysis
- closed form
- experimental data
- mathematical model
- data sets
- theoretical analysis
- theoretical framework
- model selection
- access control
- supply chain
- management system
- probabilistic model
- prior knowledge
- high level
- neural network
- databases