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03/15/2023
Bayesian Quadrature for Neural Ensemble Search
Ensembling can improve the performance of Neural Networks, but existing ...
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01/27/2023
SOBER: Highly Parallel Bayesian Optimization and Bayesian Quadrature over Discrete and Mixed Spaces
Batch Bayesian optimisation and Bayesian quadrature have been shown to b...
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06/14/2021
Marginalising over Stationary Kernels with Bayesian Quadrature
Marginalising over families of Gaussian Process kernels produces flexibl...
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12/04/2018