LIBROS DEL AUTOR: frederik rehbach

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  • Enhancing Surrogate-Based Optimization Through Parallelization
    Frederik Rehbach
    This book presents a solution to the challenging issue of optimizing expensive-to-evaluate industrial problems such as the hyperparameter tuning of machine learning models. The approach combines two well-established concepts, Surrogate-Based Optimization (SBO) and parallelization, to efficiently search for optimal parameter setups with as few function evaluations as possible.Th...
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