875 search results - page 33 / 175 » Linear Manifold Clustering |
SIAMCO
2010
13 years 4 months ago
2010
Abstract. We establish results for the problem of tracking a time-dependent manifold arising in realtime optimization by casting this as a parametric generalized equation. We demon...
ICML
2004
IEEE
14 years 10 months ago
2004
IEEE
NIPS
2003
13 years 11 months ago
2003
Many problems in information processing involve some form of dimensionality reduction. In this paper, we introduce Locality Preserving Projections (LPP). These are linear projecti...
ICIC
2005
Springer
14 years 3 months ago
2005
Springer
Dimension reduction is a crucial step for pattern recognition and information retrieval tasks to overcome the curse of dimensionality. In this paper a novel unsupervised linear dim...
CVPR
2003
IEEE
14 years 11 months ago
2003
IEEE
Although linear representations are frequently used in image analysis, their performances are seldom optimal in specific applications. This paper proposes a stochastic gradient al...