Measures of Complexity Festschrift for Alexey Chervonenkis /

• Corporate Author: SpringerLink (Online service)
• Other Authors: Vovk, Vladimir (Editor), Papadopoulos, Harris (Editor), Gammerman, Alexander (Editor)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2015.
• Edition: 1st ed. 2015.
• Subjects: 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.
• Physical Description: 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.