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The Geometric Basis of Semi-Supervised Learning

Sindhwani Vikas, Belkin Misha, and Niyogi Partha

in Semi-Supervised Learning

Published in print:
2006
Published Online:
August 2013
ISBN:
9780262033589
eISBN:
9780262255899
Item type:
chapter
Publisher:
The MIT Press
DOI:
10.7551/mitpress/9780262033589.003.0012
Subject:
Computer Science, Machine Learning

This chapter presents an algorithmic framework for semi-supervised inference based on geometric properties of probability distributions. This approach brings together Laplacian-based spectral ... More


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