GP-sampled functions

Benchmarks

Task Name	Dataset Name	SOTA Result
Bayesian Optimization	GP-sampled functions (sigma=5x10^-3, D=6)	Mean Stopping Iteration13.5	7
Bayesian Optimization	GP-sampled functions sigma=3x10^-3, D=6	Mean Stopping Iteration13.6	7
Bayesian Optimization	GP-sampled functions sigma=5x10^-3, D=2	Mean Stopping Iteration5.5	7
Bayesian Optimization	GP-sampled functions sigma=3x10^-3, D=2	Mean Stopping Iteration5.4	7
Bayesian Optimization	GP-sampled functions sigma=5x10^-3, D=6, known hyperparameters	Mean Stopping Iteration14	7
Bayesian Optimization	GP-sampled functions sigma=3x10^-3, D=6, known hyperparameters	Mean Stopping Iteration14.1	7
Bayesian Optimization	GP-sampled functions sigma=5x10^-3, D=2, known hyperparameters	Mean Stopping Iteration5.8	7
Bayesian Optimization	GP-sampled functions sigma=3x10^-3, D=2, known hyperparameters	Mean Stopping Iteration5.3	7

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