Can I read Hardware-Aware Probabilistic Machine Learning Models : Learning, Inference and Use Cases on EtoBox?

Hardware-Aware Probabilistic Machine Learning Models : Learning, Inference and Use Cases by Laura Isabel Galindez Olascoaga,Wannes Meert,Marian Verhelst (auth.) is a nonfiction available to read on EtoBox.

What is Hardware-Aware Probabilistic Machine Learning Models : Learning, Inference and Use Cases about?

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 machine learning task, with the overarching goal of balancing the two optimally. The book first motivates extreme-edge computing in the context of the Internet of Things (IoT) paradigm. Then, it briefly reviews the steps involved in th

Who reads Hardware-Aware Probabilistic Machine Learning Models : Learning, Inference and Use Cases?

Author

Laura Isabel Galindez Olascoaga,Wannes Meert,Marian Verhelst (auth.)

Publisher

Springer International Publishing AG

Published

2021

Language

EN

ISBN

9783030740436

Category

nonfiction

Subjects

Computer Science, Engineering, Stem

Updated

2026-03-25