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» In Praise of Numerical Computation
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ICML
2009
IEEE
16 years 5 months ago
Spectral clustering based on the graph p-Laplacian
We present a generalized version of spectral clustering using the graph p-Laplacian, a nonlinear generalization of the standard graph Laplacian. We show that the second eigenvecto...
Matthias Hein, Thomas Bühler
ICML
2007
IEEE
16 years 5 months ago
The rendezvous algorithm: multiclass semi-supervised learning with Markov random walks
We consider the problem of multiclass classification where both labeled and unlabeled data points are given. We introduce and demonstrate a new approach for estimating a distribut...
Arik Azran
ICML
2008
IEEE
16 years 5 months ago
Graph kernels between point clouds
Point clouds are sets of points in two or three dimensions. Most kernel methods for learning on sets of points have not yet dealt with the specific geometrical invariances and pra...
Francis R. Bach
ISBI
2006
IEEE
16 years 5 months ago
Tracking the motion of the outer tips of microtubules
Microtubules play numerous critical roles in a cell such as providing structural tracks for the anchoring and movement of vesicles and chromosomes. Also, the assembly of microtubu...
Stathis Hadjidemetriou, Derek Toomre, James S. Dun...
PERCOM
2009
ACM
16 years 5 months ago
P2P over MANET: Indirect Tree-based Routing
Abstract--Mobile Ad hoc NETworks (MANET) and Peer-ToPeer (P2P) systems are emerging technologies sharing a common underlying decentralized networking paradigm. However, the related...
Marcello Caleffi, Luigi Paura