Accelerated optimization for machine learning: first-order algorithms
Auteur :
Lin, Zhouchen / Li, Huan / Fang, Cong
Éditeur :
Springer Verlag, Singapore
ISBN :
9789811529122
Date de publication :
30 mai 2021
Dimensions :
23,5 x 15,5 cm
Langue :
Anglais
Pays d'origine :
Singapour
The acceleration of first-order optimization algorithms is crucial for the efficiency of machine learning.Written by leading experts in the field, this book provides a comprehensive introduction to, and state-of-the-art review of accelerated first-order optimization algorithms for machine learning.