Speeding up Common Hyperparameter Optimization Methods by a Two-Phase-Search.
Alexander WendtMarco WuschnigMartin LechnerPublished in: IECON (2020)
Keyphrases
- optimization methods
- optimization method
- simulated annealing
- global convergence
- search algorithm
- optimization problems
- search space
- optimization approaches
- particle swarm
- trust region
- information retrieval
- stochastic methods
- search engine
- unconstrained optimization
- quasi newton
- efficient optimization
- direct optimization
- continuous optimization
- portfolio optimization
- global search
- gaussian processes
- image reconstruction
- bayesian networks