SASHA: Hyperparameter Optimization by Simulated Annealing and Successive Halving.
Ron TriepelsPublished in: AIAI (2) (2023)
Keyphrases
- simulated annealing
- optimization method
- stochastic search
- optimization methods
- combinatorial optimization
- continuous optimization
- metaheuristic
- global search
- optimization problems
- optimization algorithm
- evolutionary algorithm
- genetic algorithm
- hill climbing
- tabu search
- optimization strategies
- global optimization
- machine learning
- optimization model
- optimization process
- support vector
- gaussian processes
- gaussian process
- simulated annealing algorithm
- discrete optimization
- artificial neural networks
- sample size
- upper bound