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

By Laura Isabel Galindez Olascoaga, Wannes Meert, Marian Verhelst

Book Overview

Introduction.- Background.- Hardware-Aware Cost Models.- Hardware-Aware Bayesian Networks for Sensor Front-End Quality Scaling.- Hardware-Aware Probabilistic Circuits.- Run-Time Strategies.- Conclusions.

• Format: Hardcover
• Language: English
• ISBN: 3030740412
• ISBN13: 9783030740412
• Release Date: May 2021
• Publisher: Springer
• Length: 163 Pages
• Weight: 0.94 lbs.
• Dimensions: 0.4" x 6.1" x 9.2"