High-dimensional multi-fidelity Bayesian optimization for quantum control.
Marjuka F. LazinChristian R. SheltonSimon N. SandhoferBryan M. WongPublished in: Mach. Learn. Sci. Technol. (2023)
Keyphrases
- high dimensional
- global optimization
- optimization problems
- sparse data
- control method
- bayesian networks
- similarity search
- quantum computing
- bayesian estimation
- optimization process
- control system
- high dimensionality
- combinatorial optimization
- parameter space
- control strategy
- optimal control
- variable selection
- feature space
- data sets
- optimization method
- control theory
- efficient optimization
- optimization algorithm