5 search results - page 1 / 1 » Isometric Embedding and Continuum ISOMAP |
95
Voted
ICML
2003
IEEE
16 years 4 months ago
2003
IEEE
135
Voted
AAAI
2007
15 years 5 months ago
2007
Recently the problem of dimensionality reduction has received a lot of interests in many fields of information processing. We consider the case where data is sampled from a low d...
118
click to vote
ICML
2006
IEEE
16 years 4 months ago
2006
IEEE
The problem of nonlinear dimensionality reduction is considered. We focus on problems where prior information is available, namely, semi-supervised dimensionality reduction. It is...
135
Voted
NIPS
1997
15 years 4 months ago
1997
Nonlinear dimensionality reduction is formulated here as the problem of trying to find a Euclidean feature-space embedding of a set of observations that preserves as closely as p...
175
Voted
TSMC
2010
14 years 10 months ago
2010
We study the problem of projecting high-dimensional tensor data on an unspecified Riemannian manifold onto some lower dimensional subspace1 without much distorting the pairwise geo...