Measures of Complexity Festschrift for Alexey Chervonenkis /

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Vovk, Vladimir (Επιμελητής έκδοσης), Papadopoulos, Harris (Επιμελητής έκδοσης), Gammerman, Alexander (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2015.
• Έκδοση: 1st ed. 2015.
• Θέματα: Computer science.; Mathematical statistics.; Artificial intelligence.; Mathematical optimization.; Statistics.; Computer Science.; Artificial Intelligence (incl. Robotics).; Statistical Theory and Methods.; Probability and Statistics in Computer Science.; Optimization.
• Φυσική περιγραφή: XXXI, 399 p. 47 illus., 30 illus. in color. online resource.
• ISBN: 9783319218526

This book brings together historical notes, reviews of research developments, fresh ideas on how to make VC (Vapnik–Chervonenkis) guarantees tighter, and new technical contributions in the areas of machine learning, statistical inference, classification, algorithmic statistics, and pattern recognition. The contributors are leading scientists in domains such as statistics, mathematics, and theoretical computer science, and the book will be of interest to researchers and graduate students in these domains.