Convex Fairness Constrained Model Using Causal Effect Estimators.
Hikaru OguraAkiko TakedaPublished in: CoRR (2020)
Keyphrases
- mathematical model
- high level
- computational model
- probabilistic model
- prior knowledge
- theoretical framework
- sensitivity analysis
- pairwise
- support vector
- objective function
- decision trees
- bayesian networks
- network structure
- conceptual model
- similarity measure
- convex optimization
- simulation model
- formal model
- prediction model
- stochastic model
- piecewise constant