COLT
2005
Springer
14 years 29 days ago
2005
Springer
In recent years manifold methods have attracted a considerable amount of attention in machine learning. However most algorithms in that class may be termed āmanifold-motivatedā...
ICASSP
2008
IEEE
14 years 1 months ago
2008
IEEE
Interactive image search or relevance feedback is the process which helps a user reļ¬ning his query and ļ¬nding difļ¬cult target categories. This consists in a step-by-step lab...
GBRPR
2009
Springer
14 years 2 months ago
2009
Springer
In this paper we propose an inexact spectral matching algorithm that embeds large graphs on a low-dimensional isometric space spanned by a set of eigenvectors of the graph Laplacia...
ICPR
2006
IEEE
14 years 8 months ago
2006
IEEE
This paper exploits the properties of the commute time for the purposes of graph matching. Our starting point is the random walk on the graph, which is determined by the heat-kern...
ICPR
2008
IEEE
14 years 8 months ago
2008
IEEE
In this paper, we propose a new nonlinear dimensionality reduction algorithm by adopting regularized least-square criterion on local areas of the data distribution. We first propo...
CVPR
2008
IEEE
14 years 9 months ago
2008
IEEE
Interactive image search or relevance feedback is the process which helps a user refining his query and finding difficult target categories. This consists in partially labeling a ...