A Bandit-Based Algorithm for Fairness-Aware Hyperparameter Optimization.
André Ferreira CruzPedro SaleiroCatarina BelémCarlos SoaresPedro BizarroPublished in: CoRR (2020)
Keyphrases
- optimization algorithm
- optimization process
- times faster
- learning algorithm
- detection algorithm
- linear programming
- combinatorial optimization
- segmentation algorithm
- dynamic programming
- np hard
- improved algorithm
- high accuracy
- optimization problems
- particle swarm optimization
- convergence rate
- computational complexity
- matching algorithm
- optimal solution
- recognition algorithm
- stochastic gradient
- model selection
- k means
- search space
- objective function
- decision trees