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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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