Self-Adjusting Weighted Expected Improvement for Bayesian Optimization.
Carolin BenjaminsElena RaponiAnja JankovicCarola DoerrMarius LindauerPublished in: AutoML (2023)
Keyphrases
- optimization algorithm
- global optimization
- optimization problems
- bayesian networks
- real time
- maximum likelihood
- bayesian learning
- optimization model
- optimization procedure
- machine learning
- optimization process
- database systems
- artificial intelligence
- discrete optimization
- neural network
- decision theory
- weighted distance
- bayesian inference
- combinatorial optimization
- significant improvement
- data structure
- decision making
- social networks
- information retrieval
- databases