Recent Trends in Learning From Data

Tutorials from the INNS Big Data and Deep Learning Conference (INNSBDDL2019)

221 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

This book offers a timely snapshot and extensive practical and theoretical insights into the topic of learning from data. Based on the tutorials presented at the INNS Big Data and Deep Learning Conference, INNSBDDL2019, held on April 16-18, 2019, in Sestri Levante, Italy, the respective chapters cover advanced neural networks, deep architectures, and supervised and reinforcement machine learning models. They describe important theoretical concepts, presenting in detail all the necessary mathematical formalizations, and offer essential guidance on their use in current big data research. 

• Reihe: Studies in Computational Intelligence
• Themen: Informatik und Informationstechnologie Informatik Künstliche Intelligenz (KI)
• ISBN: 9783030438852
• Sprache: Englisch
• Erscheinungsdatum: 04.04.2021
• Größe: 23.5 x 15.5 cm
• Verlag: Springer International Publishing
• Herausgegeben von: Luca Oneto, Nicolò Navarin, Alessandro Sperduti, Davide Anguita