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Robust Machine Learning: Distributed Methods for Safe AI - Machine Learning: Foundations, Methodologies, and Applications
Rachid Guerraoui
Robust Machine Learning: Distributed Methods for Safe AI - Machine Learning: Foundations, Methodologies, and Applications
Rachid Guerraoui
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.
Media | Books Paperback Book (Book with soft cover and glued back) |
Released | April 5, 2025 |
ISBN13 | 9789819706907 |
Publishers | Springer Verlag, Singapore |
Pages | 170 |
Dimensions | 295 g |