Constrained Bayesian Optimization with Max-Value Entropy Search.
Valerio PerroneIaroslav ShcherbatyiRodolphe JenattonCédric ArchambeauMatthias W. SeegerPublished in: CoRR (2019)
Keyphrases
- search algorithm
- search space
- global search
- optimization process
- random search
- search strategies
- optimization algorithm
- global optimization
- search strategy
- posterior probability
- concave convex procedure
- fine tuning
- search efficiency
- bayesian learning
- constrained optimization
- optimization methods
- information theory
- data sets
- optimization method
- information retrieval
- neural network