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A Discussion of Semi-Supervised Learning and Transduction

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Chapelle,  O
Department Empirical Inference, Max Planck Institute for Biological Cybernetics, Max Planck Society;
Max Planck Institute for Biological Cybernetics, Max Planck Society;

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Schölkopf,  B
Department Empirical Inference, Max Planck Institute for Biological Cybernetics, Max Planck Society;
Max Planck Institute for Biological Cybernetics, Max Planck Society;

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Zien,  A
Department Empirical Inference, Max Planck Institute for Biological Cybernetics, Max Planck Society;
Max Planck Institute for Biological Cybernetics, Max Planck Society;

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Citation

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.


Cite as: http://hdl.handle.net/21.11116/0000-0004-9D04-7
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?