Rachid Guerraoui,Nirupam Gupta,Rafael Pinot
Robust Machine Learning: Distributed Methods for Safe AI
Robust Machine Learning: Distributed Methods for Safe AI
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- More about Robust Machine Learning: Distributed Methods for Safe AI
Format: Paperback / softback
Length: 170 pages
Publication date: 05 April 2025
Publisher: Springer Verlag, Singapore
This book explains in simple terms what it means for a distributed machine learning scheme to be robust to these threats, and how to build provably robust machine learning algorithms.Studying the robustness of machine learning algorithms is a necessity given the ubiquity of these algorithms in both the private and public sectors.
Dimension: 235 x 155 (mm)
ISBN-13: 9789819706907
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