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Author, Editor

Author(s):

Jaeger, Manfred

dblp



Editor(s):

Nebel, Bernhard

dblp



BibTeX cite key*:

JaegerIJCAI01

Title, Booktitle

Title*:

Constraints as Data: a New Perspective on Inferring Probabilities


ijcai01final.pdf (108.14 KB)

Booktitle*:

Proceedings of the 17th International Joint Conference on Artificial Intelligence (IJCAI-01)

Event, URLs

URL of the conference:

http://www.ijcai-01.org/

URL for downloading the paper:

http://www.mpi-sb.mpg.de/~jaeger/publications/IJCAI01.ps.gz

Event Address*:

Seattle, USA

Language:

English

Event Date*
(no longer used):

August 4-10, 2001

Organization:

International Joint Conferences on Artificial Intelligence, Inc.

Event Start Date:

18 September 2019

Event End Date:

18 September 2019

Publisher

Name*:

Morgan Kaufmann

URL:

http://www.mkp.com/

Address*:

San Francisco, USA

Type:


Vol, No, Year, pp.

Series:


Volume:


Number:


Month:


Pages:

755-760

Year*:

2001

VG Wort Pages:

12

ISBN/ISSN:

1-55860-777-3

Sequence Number:


DOI:




Note, Abstract, ©


(LaTeX) Abstract:

We present a new approach to inferring a probability distribution
which is incompletely specified by a number of linear constraints.
We argue that the currently most popular approach of entropy
maximization depends on a ``constraints as knowledge'' interpretation
of the constraints, and that a different ``constraints as data''
perspective leads to a completely different type of inference
procedures by statistical methods. With statistical methods
some of the counterintuitive results of entropy maximization
can be avoided, and inconsistent sets of constraints can be
handled just like consistent ones. A particular statistical
inference method is developed and shown to have a
nice robustness property.

URL for the Abstract:

http://www.mpi-sb.mpg.de/~jaeger/publications/IJCAI01abstract.html



Download
Access Level:

Public

Correlation

MPG Unit:

Max-Planck-Institut für Informatik



MPG Subunit:

Programming Logics Group

Audience:

experts only

Appearance:

MPII WWW Server, MPII FTP Server, MPG publications list, university publications list, working group publication list, Fachbeirat, VG Wort



BibTeX Entry:

@INPROCEEDINGS{JaegerIJCAI01,
AUTHOR = {Jaeger, Manfred},
EDITOR = {Nebel, Bernhard},
TITLE = {Constraints as Data: a New Perspective on Inferring Probabilities},
BOOKTITLE = {Proceedings of the 17th International Joint Conference on Artificial Intelligence (IJCAI-01)},
PUBLISHER = {Morgan Kaufmann},
YEAR = {2001},
ORGANIZATION = {International Joint Conferences on Artificial Intelligence, Inc.},
PAGES = {755--760},
ADDRESS = {Seattle, USA},
ISBN = {1-55860-777-3},
}


Entry last modified by Manfred Jaeger, 03/12/2010
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Editor(s)
Manfred Jaeger
Created
08/15/2001 03:27:43 PM
Revisions
4.
3.
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1.
0.
Editor(s)
Manfred Jaeger
Uwe Brahm
Uwe Brahm
Manfred Jaeger
Manfred Jaeger
Edit Dates
05/22/2003 07:57:04 PM
31.03.2002 18:32:04
03/28/2002 01:00:03 AM
06/09/2001 16:48:13
15/08/2001 15:27:43
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