A Discussion of Semi-Supervised Learning and Transduction

Chapelle, O; Schölkopf, B; Zien, A

doi:10.7551/mitpress/9780262033589.003.0025

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A Discussion of Semi-Supervised Learning and Transduction

Chapelle, O., Schölkopf, B., & Zien, A. (2006). A Discussion of Semi-Supervised Learning and Transduction. In O. Chapelle, B. Schölkopf, & A. Zien (Eds.), Semi-Supervised Learning (pp. 473-478). Cambridge, MA, USA: MIT Press.

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Item Permalink: https://hdl.handle.net/21.11116/0000-0004-9D04-7 Version Permalink: https://hdl.handle.net/21.11116/0000-0004-9D05-6

Genre: Book Chapter

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https://www.molgen.mpg.de/3659531/MITPress--SemiSupervised-Learning.pdf (Any fulltext) Open Access status unknown

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Chapelle, O^{1, 2}, Author
Schölkopf, B^{1, 2}, Author
Zien, A^{1, 2}, Author

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1Department Empirical Inference, Max Planck Institute for Biological Cybernetics, Max Planck Society, ou_1497795
2Max Planck Institute for Biological Cybernetics, Max Planck Society, ou_1497794

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Abstract: This chapter presents a fictitious discussion inspired by real discussions between the editors of this book and a number of people, including Vladimir Vapnik. It involves three researchers; for simplicity, called here A, B, and C, without implying any one-to-one mapping to real persons. The topic of the discussion is: What is the Difference between Semi-Supervised Learning and Transductive Learning?

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Dates: Date issued: 2006

Publication Status: Issued

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Identifiers: DOI: 10.7551/mitpress/9780262033589.003.0025

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Title: Semi-Supervised Learning

Source Genre: Book

Creator(s):
Chapelle, O¹, Editor
Schölkopf, B¹, Editor
Zien, A¹, Editor

Affiliations:
1 Max Planck Institute for Biological Cybernetics, Max Planck Society, ou_1497794

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

Pages: 508 Volume / Issue: - Sequence Number: 25 Start / End Page: 473 - 478 Identifier: ISBN: 0-262-03358-5