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Hardware-Aware Probabilistic Machine Learning Models

Laura Isabel Galindez Olascoaga , Wannes Meert , Marian Verhelst

This book proposes probabilistic machine learning models that represent the hardware properties of the device hosting them. These models can be used to evaluate the impact that a specific device configuration may have on resource consumption and performance of the...