Robust machine learning: distributed methods for safe ai
Auteur :
Guerraoui, Rachid / Gupta, Nirupam / Pinot, Rafael
Éditeur :
Springer Verlag, Singapore
ISBN :
9789819706907
Date de publication :
5 avr. 2025
Dimensions :
23,5 x 15,5 cm
Langue :
Anglais
Pays d'origine :
Singapour
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.