Prior knowledge in support vector kernels

Schölkopf, B; Simard, P; Smola, AJ; Vapnik, V

Local TagsRelease HistoryDetailsSummary

Prior knowledge in support vector kernels

Schölkopf, B., Simard, P., Smola, A., & Vapnik, V. (1998). Prior knowledge in support vector kernels. In M. Jordan, M. Kearns, & S. Solla (Eds.), Advances in Neural Information Processing Systems 10 (pp. 640-646). Cambridge, MA, USA: MIT Press.

Item is Released

show all hide all

Basic

show hide

Item Permalink: https://hdl.handle.net/11858/00-001M-0000-0013-E871-3 Version Permalink: https://hdl.handle.net/21.11116/0000-0005-DC38-5

Genre: Conference Paper

Files

show Files

Locators

show

hide

Locator:
http://papers.nips.cc/paper/1457-prior-knowledge-in-support-vector-kernels.pdf (Publisher version) Open Access status unknown

Description:
-

OA-Status:

Creators

show

hide

Creators:
Schölkopf, B^{1, 2}, Author
Simard, P, Author
Smola, AJ, Author
Vapnik, V, Author

Affiliations:
1Max Planck Institute for Biological Cybernetics, Max Planck Society, ou_1497794
2Department Human Perception, Cognition and Action, Max Planck Institute for Biological Cybernetics, Max Planck Society, Spemannstrasse 38, 72076 Tübingen, DE, ou_1497797

Content

show

hide

Free keywords: -

Abstract: We explore methods for incorporating prior knowledge about a problem at hand in Support Vector learning machines. We show that both invari-ances under group transfonnations and prior knowledge about locality in images can be incorporated by constructing appropriate kernel functions.

Details

show

hide

Language(s):

Dates: Date issued: 1998-06

Publication Status: Issued

Pages: -

Publishing info: -

Table of Contents: -

Rev. Type: -

Identifiers: BibTex Citekey: 798

Degree: -

Event

show

hide

Title: Eleventh Annual Conference on Neural Information Processing (NIPS 1997)

Place of Event: Denver, CO, USA

Start-/End Date: 1997-12-01 - 1997-12-06

Legal Case

show

Project information

show

Source 1

show

hide

Title: Advances in Neural Information Processing Systems 10

Source Genre: Proceedings

Creator(s):
Jordan, MI, Editor
Kearns, MJ, Editor
Solla, SA, Editor

Affiliations:
-

Publ. Info: Cambridge, MA, USA : MIT Press

Pages: - Volume / Issue: - Sequence Number: - Start / End Page: 640 - 646 Identifier: ISBN: 0-262-10076-2

Source 2

show

hide

Title: A Bradford Book

Source Genre: Series

Creator(s):

Affiliations:

Publ. Info: -

Pages: - Volume / Issue: - Sequence Number: - Start / End Page: - Identifier: -