Promoting Fairness through Hyperparameter Optimization.
André Ferreira CruzPedro SaleiroCatarina BelémCarlos SoaresPedro BizarroPublished in: ICDM (2021)
Keyphrases
- optimization problems
- optimization algorithm
- gaussian process
- maximum likelihood
- constrained optimization
- hyperparameters
- game theory
- resource allocation
- data sets
- probabilistic model
- real time
- multi objective
- evolutionary algorithm
- objective function
- global optimization
- optimization methods
- image segmentation
- optimization process
- case study