Ethical and Fairness Implications of Model Multiplicity.
Kacper SokolMeelis KullJeffrey ChanFlora Dilys SalimPublished in: CoRR (2022)
Keyphrases
- computational model
- linear model
- formal model
- network model
- probabilistic model
- management system
- databases
- hierarchical structure
- maximum likelihood
- em algorithm
- theoretical analysis
- parameter estimation
- cost function
- mathematical model
- experimental data
- prior knowledge
- conceptual model
- case study
- prediction model
- machine learning
- data sets