Name: Robust Machine Learning. Distributed Methods for Safe AI
SKU: 64796956
Price: 138.01 EUR
Availability: InStock
Author: Nirupam Gupta;Rafael Pinot;Rachid Guerraoui
ISBN: 9789819706907

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Robust Machine Learning. Distributed Methods for Safe AI

Type

Physical Book

Publisher

Springer Nature

Author

Nirupam Gupta;Rafael Pinot;Rachid Guerraoui

Collection

Machine Learning: Foundations, Methodologies, and Applications

Year

2025

Pages

170

Format

Paperback

Dimensions

23.5x15.5 cm

ISBN13

9789819706907

Robust Machine Learning. Distributed Methods for Safe AI

Nirupam Gupta;Rafael Pinot;Rachid Guerraoui (Author) · Springer Nature · Paperback

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Synopsis "Robust Machine Learning. Distributed Methods for Safe AI"

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.