On Uncertainty Estimation by Tree-based Surrogate Models in Sequential Model-based Optimization.
Jungtaek KimSeungjin ChoiPublished in: AISTATS (2022)
Keyphrases
- robust optimization
- optimization problems
- optimization process
- artificial intelligence
- optimization algorithm
- machine learning
- global optimization
- optimization method
- data mining
- linear programming
- query processing
- reinforcement learning
- uncertain data
- knowledge base
- accurate estimation
- discrete optimization
- inherent uncertainty