From Complexity to Simplicity: Adaptive ES-Active Subspaces for Blackbox Optimization.
Krzysztof ChoromanskiAldo PacchianoJack Parker-HolderYunhao TangVikas SindhwaniPublished in: NeurIPS (2019)
Keyphrases
- global optimization
- optimization algorithm
- worst case
- discrete optimization
- database
- optimization method
- high dimensional data
- optimization problems
- computational complexity
- machine learning
- neural network
- computational cost
- principal component analysis
- cost function
- objective function
- case study
- constrained optimization