How to Speed-Up the Automated Configuration of Optimization Algorithms.
Marcelo de SouzaPublished in: SOCS (2021)
Keyphrases
- optimization problems
- discrete optimization
- theoretical analysis
- learning algorithm
- machine learning algorithms
- computationally efficient
- data structure
- computational complexity
- significant improvement
- computational cost
- efficient optimization
- optimization approaches
- global optimization
- orders of magnitude
- machine learning
- neural network
- data sets
- worst case
- semi supervised
- reinforcement learning
- computer vision
- social networks
- computational efficiency
- times faster
- recently developed
- optimization methods
- evolution strategy
- stochastic gradient
- database