عنوان
پدید آورنده
موضوع
رده
QA279.2 .V68 2005
QA279
.
2
.
V68
2005
کتابخانه
محل استقرار
0387001522
0387250611
661023521X
9780387001524
9780387250618
9786610235216
b746493
Algorithmic learning in a random world /
[Book]
Vladimir Vovk, Alexander Gammerman, Glenn Shafer.
New York :
Springer,
©2005.
1 online resource (xiv, 324 pages) :
illustrations
Includes bibliographical references (pages 303-316) and index.
Introduction; Conformal prediction; Classification with conformal predictors; Modifications of conformal predictors; Probabilistic prediction I: impossibility results; Probabilistic prediction II: Venn predictors; Beyond exchangeability; On-line compression modeling I: conformal prediction; On-line compression modeling II: Venn prediction; Perspectives and contrasts.
0
This scientific monograph develops significant new algorithmic foundations in machine learning theory. Researchers and postgraduates in CS, statistics, and A.I. should find the book an authoritative and formal presentation of some of the most promising theoretical developments in machine learning.
Springer
978-0-387-00152-4
Algorithmic learning in a random world.
9780387001524
Springer e-books
Algorithms.
Prediction theory.
Stochastic processes.
Algorithmes.
Prévision, Théorie de la.
Processus stochastiques.
Algorithms.
Informatique.
Prediction theory.
Stochastic processes.
COM004000
QA
TJFM1
UYQ
519
.
2/87
22
QA279
.
2
.
V68
2005
QA279
.
2
.
V68
2005
Vovk, Vladimir,1960-
Gammerman, A., (Alexander)
Shafer, Glenn,1946-
20201204063744.0
pn
مطالعه متن کتاب [Book]
Y
