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Spectral methods

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If you have a question about this talk, please contact Sinead Williamson .

In the RCC of this Thursday, Ricardo and Arik will discuss special topics on spectral methods. Ricardo will start with an introduction on spectral clustering based on Sections 2, 3 and 4 from

http://www.kyb.mpg.de/publications/attachments/Luxburg06_TR_%5B0%5D.pdf

We will also discuss a latent variable model based on spectral methods, as introduced in

http://www.stat.umn.edu/~aistat/proceedings/data/papers/008.pdf

Arik will discuss the Laplacian of directed graphs and will go through the paper

http://www.machinelearning.org/proceedings/icml2005/papers/131_LabeledUnlabeledGraph_ZhouEtAl.pdf

This talk is part of the Machine Learning Reading Group @ CUED series.

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