skip to content
Statistical learning theory and stochastic optimization : Ecole d'Eté de Probabilités de Saint-Flour XXXI--2001 Preview this item
ClosePreview this item
Checking...

Statistical learning theory and stochastic optimization : Ecole d'Eté de Probabilités de Saint-Flour XXXI--2001

Author: Olivier Catoni; Jean Picard
Publisher: Berlin ; New York : Springer, ©2004.
Series: Lecture notes in mathematics (Springer-Verlag), 1851.
Edition/Format:   Book : EnglishView all editions and formats
Database:WorldCat
Summary:

e. over-simplified) model to predict, estimate or classify. This point of view takes its roots in three fields: information theory, statistical mechanics, and PAC-Bayesian theorems. Results on the  Read more...

Rating:

(not yet rated) 0 with reviews - Be the first.

Subjects
More like this

 

Find a copy online

Find a copy in the library

&AllPage.SpinnerRetrieving; Finding libraries that hold this item...

Details

Genre/Form: Kongress
Conference proceedings
Congresses
Congrès
Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Olivier Catoni; Jean Picard
ISBN: 3540225722 9783540225720
OCLC Number: 56714791
Notes: "Lectures were given at the 31st Probability Summer School in Saint-Flour (July 8-25, 2001)"--Pref.
Description: viii, 272 p. : ill. ; 24 cm.
Contents: Universal Lossless Data Compression.- Links Between Data Compression and Statistical Estimation.- Non Cumulated Mean Risk.- Gibbs Estimators.- Randomized Estimators and Empirical Complexity.- Deviation Inequalities.- Markov Chains with Exponential Transitions.- References.- Index.
Series Title: Lecture notes in mathematics (Springer-Verlag), 1851.
Other Titles: Ecole d'Eté de Probabilités de Saint-Flour XXXI--2001
Responsibility: Olivier Catoni ; editor, Jean Picard.
More information:

Reviews

Editorial reviews

Publisher Synopsis

From the reviews: "This book is based on a course of lectures given by the author on a circle of ideas lying at the interface of information theory, statistical learning theory and statistical Read more...

 
User-contributed reviews
Retrieving GoodReads reviews...
Retrieving DOGObooks reviews...

Tags

Be the first.
Confirm this request

You may have already requested this item. Please select Ok if you would like to proceed with this request anyway.

Linked Data


<http://www.worldcat.org/oclc/56714791>
library:oclcnum"56714791"
library:placeOfPublication
library:placeOfPublication
library:placeOfPublication
owl:sameAs<info:oclcnum/56714791>
rdf:typeschema:Book
rdfs:seeAlso
schema:about
rdf:typeschema:Intangible
schema:name"Stochastische Optimierung."
schema:about
rdf:typeschema:Intangible
schema:name"Théorie des probabilités."
schema:about
schema:about
schema:about
schema:about
rdf:typeschema:Intangible
schema:name"Mathematische Lerntheorie."
schema:about
schema:about
schema:about
schema:about
schema:about
schema:about
schema:about
schema:about
schema:about
schema:about
rdf:typeschema:Intangible
schema:name"Statistique mathématique."
schema:about
<http://id.worldcat.org/fast/871997>
rdf:typeschema:Intangible
schema:name"Computational learning theory"
schema:name"Computational learning theory."
schema:about
rdf:typeschema:Intangible
schema:name"Stochastische methoden."
schema:about
<http://id.worldcat.org/fast/868980>
rdf:typeschema:Intangible
schema:name"Combinatorial optimization"
schema:name"Combinatorial optimization."
schema:about
rdf:typeschema:Intangible
schema:name"Statistique mathématique"
schema:about
schema:about
schema:about
schema:author
schema:contributor
schema:contributor
rdf:typeschema:Organization
schema:name"Ecole d'été de probabilités de Saint-Flour 2001)"
schema:copyrightYear"2004"
schema:datePublished"2004"
schema:exampleOfWork<http://worldcat.org/entity/work/id/14473764>
schema:genre"Conference proceedings"
schema:genre"Conference proceedings."
schema:inLanguage"en"
schema:name"Statistical learning theory and stochastic optimization : Ecole d'Eté de Probabilités de Saint-Flour XXXI--2001"
schema:numberOfPages"272"
schema:publisher
schema:workExample
schema:workExample
umbel:isLike<http://d-nb.info/971707979>
umbel:isLike<http://bnb.data.bl.uk/id/resource/GBA476128>

Content-negotiable representations

Close Window

Please sign in to WorldCat 

Don't have an account? You can easily create a free account.