English
 
Help Privacy Policy Disclaimer
  Advanced SearchBrowse

Item

ITEM ACTIONSEXPORT
 
 
DownloadE-Mail
 Local TagsRelease HistoryDetailsSummary
  Transductive Inference with Graphs

Zhou, D., & Schölkopf, B.(2004). Transductive Inference with Graphs. Tübingen, Germany: Max Planck Institute for Biological Cybernetics.

Item is

 

show all hide all

Basic

show hide
Item Permalink: https://hdl.handle.net/11858/00-001M-0000-0013-F345-1 Version Permalink: https://hdl.handle.net/21.11116/0000-0002-8B24-9
Genre: Report

Files

show Files
hide Files
:
ps2780.pdf (Publisher version), 71KB
View   Save
File Permalink:
https://hdl.handle.net/21.11116/0000-0002-8B1E-1
Name:
ps2780.pdf
Description:
-
OA-Status:
Visibility:
Public
MIME-Type / Checksum:
application/pdf / [MD5]
Technical Metadata:
View
Copyright Date:
-
Copyright Info:
-
License:
-

Locators

show

Creators

show
hide
 Creators:
Zhou, D1, 2, Author           
Schölkopf, B1, 2, Author           
Affiliations:
1Department Empirical Inference, Max Planck Institute for Biological Cybernetics, Max Planck Society, ou_1497795              
2Max Planck Institute for Biological Cybernetics, Max Planck Society, Spemannstrasse 38, 72076 Tübingen, DE, ou_1497794              

Content

show
hide
Free keywords: -
 Abstract: We propose a general regularization framework for transductive
inference. The given data are thought of as a graph, where the
edges encode the pairwise relationships among data. We develop
discrete analysis and geometry on graphs, and then naturally adapt
the classical regularization in the continuous case to the graph
situation. A new and effective algorithm is derived from this
general framework, as well as an approach we developed before.

Details

show
hide
Language(s):
 Dates: 2004-08
 Publication Status: Issued
 Pages: 8
 Publishing info: Tübingen, Germany : Max Planck Institute for Biological Cybernetics
 Table of Contents: -
 Rev. Type: -
 Identifiers: BibTex Citekey: 2828
 Degree: -

Event

show

Legal Case

show

Project information

show

Source 1

show
hide
Title: Technical Report of the Max Planck Institute for Biological Cybernetics
Source Genre: Series
 Creator(s):
Affiliations:
Publ. Info: -
Pages: - Volume / Issue: - Sequence Number: - Start / End Page: - Identifier: -