Statistical learning theory and stochastic optimization : Ecole d'Ete de Probabilites de Saint-Flour XXXI - 2001 / Olivier Catoni ; editor: Jean Picard
Statistical learning theory and stochastic optimization : Ecole d'Ete de Probabilites de Saint-Flour XXXI - 2001 / Olivier Catoni ; editor: Jean Picard
Autor
Catoni, Olivier
Ostali autori
Picard, Jean [editor]
Nakladnik
Berlin; Heidelberg : Springer, 2004
Materijalni opis
VIII, 272 str. : graf. prikazi ; 24 cm
Napomena
Bibliografija: str.[261]-265; kazalo.
Klasifikacijska oznaka
62B10 Information-theoretic topics [See also 94A17]
 
68T05 Learning and adaptive systems [See also 68Q32, 91E40]
 
62C05 General considerations
 
62E17 Approximations to distributions (nonasymptotic)
 
62G05 Estimation
 
62G07 Density estimation
 
62G08 Nonparametric regression
 
62H30 Classification and discrimination; cluster analysis [See also 68T10]
 
62J02 General nonlinear regression
 
94A15 Information theory, general [See also 62B10]
 
94A17 Measures of information, entropy
 
94A24 Coding theorems (Shannon theory)
 
68Q32 Computational learning theory [See also 68T05]
 
60F10 Large deviations
 
60J10 Markov chains with discrete parameter
 
60J20 Applications of discrete Markov processes (social mobility, learning theory, industrial processes, etc.) [See also 90B30, 91D10, 91D35, 91E40]
 
65C05 Monte Carlo methods
 
68W20 Randomized algorithms
Jezik
engleski
Standardni broj
ISBN 3-540-22572-2
Građa
Knjigaknjiga
Djelomični sadržaj online

CATONI, Olivier
Statistical learning theory and stochastic optimization : Ecole d'Ete de Probabilites de Saint-Flour XXXI - 2001 / Olivier Catoni ; editor: Jean Picard. - Berlin; Heidelberg : Springer, 2004. - VIII, 272 str. : graf. prikazi ; 24 cm. - (Lecture notes in mathematics ; 1851)
Bibliografija: str.[261]-265; kazalo.
ISBN 3-540-22572-2


Katalog
  • Upute
Usluge
  • Moja iskaznica | Za članove
Knjige
Zaštićeno autorskim pravom ©1999.-2020. Knjižnice grada Zagreba i VIVaInfo d.o.o. Sva prava pridržana.