Warm Starting CMA-ES for Hyperparameter Optimization.
Masahiro NomuraShuhei WatanabeYouhei AkimotoYoshihiko OzakiMasaki OnishiPublished in: AAAI (2021)
Keyphrases
- evolution strategy
- cma es
- covariance matrix
- evolutionary algorithm
- optimization algorithm
- candidate solutions
- optimization process
- optimization problems
- starting point
- differential evolution
- global optimization
- optimization methods
- gaussian processes
- optimization method
- particle swarm optimization algorithm
- multi objective optimization
- genetic algorithm
- probabilistic model
- feature selection