Measures of Complexity: Festschrift for Alexey Chervonenkis

Vovk, Vladimir; Papadopoulos, Harris; Gammerman, Alexander

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.

Details

Published by: Springer

Publication Date: 2016-10-22

Format: Paperback

ISBN-13: 9783319357782

DOI: 10.1007/978-3-319-21852-6

Dimensions: 235cm x155cm

Pages: 399