MPI-INF Logo
Publications

Server    halma.mpi-inf.mpg.de

Proceedings Article, Paper


@InProceedings
Beitrag in Tagungsband, Workshop
Author, Editor
Author(s):
Jaeger, Manfreddblp
Editor(s):
Pratt, Vaughandblp
BibTeX cite key*:
Jaeger1998b
Title, Booktitle
Title*:
Convergence Results for Relational Bayesian Networks
LICS98.ps.gz (94.25 KB); lics98final.ps (245.47 KB)
Booktitle*:
Proceedings of the 13th Annual IEEE Symposium on Logic in Computer Science (LICS-98)
Event, URLs
Conference URL::
Downloading URL:
Event Address*:
Indianapolis, USA
Language:
English
Event Date*
(no longer used):
June 21-24, 1998
Organization:
IEEE Technical Committee on Mathematical Foundations of Computing
Event Start Date:
8 July 2003
Event End Date:
12 July 2003
Publisher
Name*:
IEEE
URL:
Address*:
Los Alamitos, USA
Type:
Vol, No, Year, pp.
Series:
Volume:
Number:
Month:
Pages:
44-55
Year*:
1998
VG Wort Pages:
ISBN/ISSN:
Sequence Number:
DOI:
Note, Abstract, ©
(LaTeX) Abstract:
Relational Bayesian networks are an extension of the method of probabilistic
model construction by Bayesian networks. They define probability distributions
on finite relational structures by conditioning the probability of a
ground atom $r(a_1,\ldots,a_n)$\ on first-order properties of
$a_1,\ldots,a_n$\ that have been established by previous random decisions.
In this paper we investigate from a finite model theory perspective
the convergence properties of the distributions defined in this manner.
A subclass of relational Bayesian networks is identified that define
distributions with convergence laws for first-order properties.
Download
Access Level:
Public

Correlation
MPG Unit:
Max-Planck-Institut für Informatik
MPG Subunit:
Programming Logics Group
Appearance:
MPII WWW Server, MPII FTP Server, MPG publications list, university publications list, working group publication list, Fachbeirat



BibTeX Entry:
@INPROCEEDINGS{Jaeger1998b,
AUTHOR = {Jaeger, Manfred},
 EDITOR = {Pratt, Vaughan},
 TITLE = {Convergence Results for Relational {Bayesian} Networks},
 BOOKTITLE = {Proceedings of the 13th Annual IEEE Symposium on Logic in Computer Science (LICS-98)},
 PUBLISHER = {IEEE},
 YEAR = {1998},
 ORGANIZATION = {IEEE Technical Committee on Mathematical Foundations of Computing},
 PAGES = {44--55},
 ADDRESS = {Indianapolis, USA},
}

Entry last modified by Christine Kiesel, 03/12/2010
Hide details for Edit History (please click the blue arrow to see the details)Edit History (please click the blue arrow to see the details)

Editor(s)
Manfred Jaeger		Created
01/05/1999 05:49:37 PM
Revisions
7.
6.
5.
4.
3.		Editor(s)
Christine Kiesel
Manfred Jaeger
Christine Kiesel
Uwe Brahm
Uwe Brahm		Edit Dates
08.07.2003 15:31:16
05/22/2003 08:01:28 PM
28.08.2001 16:32:15
01.04.99 10:55:30
29.03.99 19:27:19

File Attachment Icon
LICS98.ps.gz		File Attachment Icon
lics98final.ps