Resource Efficient Bayesian Optimization
Published in 2024 IEEE 17th International Conference on Cloud Computing (CLOUD) • Jul 7, 2024
Authors:,,
Namit Juneja
Varun Chandola
Jarosław Żola
Abstract
We propose a resource-efficient Bayesian Optimization (BO) formulation that can provide the same convergence guarantees as traditional BO, while ensuring that the opti-mization makes efficient use of the available cloud or high-performance computing (HPC) resources. The paper is motivated by the fac...
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