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JMLR
2008
139views more  JMLR 2008»
15 years 12 days ago
Regularization on Graphs with Function-adapted Diffusion Processes
Harmonic analysis and diffusion on discrete data has been shown to lead to state-of-theart algorithms for machine learning tasks, especially in the context of semi-supervised and ...
Arthur D. Szlam, Mauro Maggioni, Ronald R. Coifman
96
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JCT
2006
71views more  JCT 2006»
15 years 12 days ago
On the extreme eigenvalues of regular graphs
Sebastian M. Cioaba
63
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RSA
2006
92views more  RSA 2006»
15 years 11 days ago
Slow mixing of Glauber dynamics for the hard-core model on regular bipartite graphs
David Galvin, Prasad Tetali