Bias-Robust Bayesian Optimization via Dueling Bandits.
Johannes KirschnerAndreas KrausePublished in: ICML (2021)
Keyphrases
- optimization algorithm
- optimization problems
- data driven
- robust optimization
- real time
- database
- bayesian networks
- optimization method
- stochastic systems
- optimization process
- simultaneous optimization
- monte carlo sampling
- decision theory
- optimization model
- constrained optimization
- mathematical programming
- global optimization
- search algorithm
- learning algorithm