Measures of Complexity Festschrift for Alexey Chervonenkis /

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 recogniti...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Vovk, Vladimir (Editor ), Papadopoulos, Harris (Editor ), Gammerman, Alexander (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cham : Springer International Publishing : Imprint: Springer, 2015.
Edición:1st ed. 2015.
Temas:
Artificial intelligence.
Statistics .
Computer science-Mathematics.
Mathematical statistics.
Mathematical optimization.
Artificial Intelligence.
Statistical Theory and Methods.
Probability and Statistics in Computer Science.
Optimization.
Acceso en línea:Texto Completo
Descripción
Sumario: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.
Descripción Física:XXXI, 399 p. 47 illus., 30 illus. in color. online resource.
ISBN:9783319218526

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