1039 search results - page 7 / 208 » Kernels and Regularization on Graphs |
NIPS
2004
13 years 11 months ago
2004
We present an algorithm based on convex optimization for constructing kernels for semi-supervised learning. The kernel matrices are derived from the spectral decomposition of grap...
IPL
2011
13 years 4 months ago
2011
We provide sample complexity of the problem of learning halfspaces with monotonic noise, using the regularized least squares algorithm in the reproducing kernel Hilbert spaces (RKH...
ICPR
2006
IEEE
14 years 11 months ago
2006
IEEE
General graph matching methods often suffer from the lack of mathematical structure in the space of graphs. Using kernel functions to evaluate structural graph similarity allows u...
DM
2008
13 years 10 months ago
2008
By means of an exhaustive computer search we have proved that the strongly regular graphs with parameters (v, k, ,
ACL
2003
13 years 11 months ago
2003
This paper proposes the “Hierarchical Directed Acyclic Graph (HDAG) Kernel” for structured natural language data. The HDAG Kernel directly accepts several levels of both chunk...