First-order and Stochastic Optimization Methods for Machine Learning / Guanghui Lan

• Record Nr.: UNICAMPANIAVAN0249143
• Autore: Lan, Guanghui
• Pubbl/distr/stampa: Cham, : Springer, 2020
• Titolo uniforme: First-order and Stochastic Optimization Methods for Machine Learning
• Descrizione fisica: xiii, 582 p. : ill. ; 24 cm
• Soggetti: 68-XX - Computer science [MSC 2020]; 90C25 - Convex programming [MSC 2020]; 90C15 - Stochastic programming [MSC 2020]; 68W15 - Distributed algorithms [MSC 2020]; 68T05 - Learning and adaptive systems in artificial intelligence [MSC 2020]; 90C26 - Nonconvex programming, global optimization [MSC 2020]; 68W20 - Randomized algorithms [MSC 2020]; 68W27 - Online algorithms; streaming algorithms [MSC 2020]
• Lingua di pubblicazione: Inglese
• Formato: Materiale a stampa
• Livello bibliografico: Monografia