Trading Convergence Rate with Computational Budget in High Dimensional Bayesian Optimization.
Hung Tran-TheSunil GuptaSantu RanaSvetha VenkateshPublished in: CoRR (2019)
Keyphrases
- convergence rate
- global convergence
- high dimensional
- faster convergence rate
- convergence speed
- step size
- learning rate
- line search
- gradient method
- optimization problems
- faster convergence
- mutation operator
- primal dual
- wavelet neural network
- optimization algorithm
- global search
- variable step size
- optimization methods
- dimensionality reduction
- image reconstruction
- particle filter
- feature space
- gravitational search algorithm
- number of iterations required
- reinforcement learning
- genetic algorithm