CLBO, which combines a multi-output GP trained on bootstrap subsets with shared length-scales and a full-data GP, consistently reaches the best or near-best solutions on the tested benchmarks.
Funneled bayesian optimization for design, tuning and control of autonomous systems,
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Co-Learning Bayesian Optimization
CLBO, which combines a multi-output GP trained on bootstrap subsets with shared length-scales and a full-data GP, consistently reaches the best or near-best solutions on the tested benchmarks.