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Robust Machine Learning: Distributed Methods for Safe AI - Machine Learning: Foundations, Methodologies, and Applications
Rachid Guerraoui
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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 | Bøker Pocketbok (Bok med mykt omslag og limt rygg) |
| Utgitt | 5. april 2025 |
| ISBN13 | 9789819706907 |
| Utgivere | Springer Verlag, Singapore |
| Antall sider | 170 |
| Mål | 295 g |
![Cover for Rachid Guerraoui · Transactional Memory. Foundations, Algorithms, Tools, and Applications: COST Action Euro-TM IC1001 - Theoretical Computer Science and General Issues (Pocketbok) [2015 edition] (2015)](https://imusic.b-cdn.net/images/item/original/192/9783319147192.jpg?rachid-guerraoui-2015-transactional-memory-foundations-algorithms-tools-and-applications-cost-action-euro-tm-ic1001-theoretical-computer-science-and-general-issues-pocketbok&class=scaled&v=1500076411)
![Cover for Rachid Guerraoui · Stabilization, Safety, and Security of Distributed Systems: 11th International Symposium, SSS 2009, Lyon, France, November 3-6, 2009. Proceedings - Theoretical Computer Science and General Issues (Pocketbok) [2009 edition] (2009)](https://imusic.b-cdn.net/images/item/original/173/9783642051173.jpg?rachid-guerraoui-2009-stabilization-safety-and-security-of-distributed-systems-11th-international-symposium-sss-2009-lyon-france-november-3-6-2009-proceedings-theoretical-computer-science-and-general-issues-pocketbok&class=scaled&v=1511378551)
