Optimising Equal Opportunity Fairness in Model Training.
Aili ShenXudong HanTrevor CohnTimothy BaldwinLea FrermannPublished in: NAACL-HLT (2022)
Keyphrases
- computational model
- formal model
- probabilistic model
- experimental data
- management system
- theoretical analysis
- prediction model
- conceptual model
- prior knowledge
- cost function
- statistical model
- parameter estimation
- em algorithm
- test data
- mathematical model
- petri net
- theoretical framework
- data sets
- supervised learning
- probability distribution
- expert systems
- training data
- similarity measure
- image segmentation
- neural network