875 search results - page 33 / 175 » Linear Manifold Clustering |
132
Voted
SIAMCO
2010
14 years 10 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...
99
Voted
ICML
2004
IEEE
16 years 4 months ago
2004
IEEE
137
Voted
NIPS
2003
15 years 5 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...
150
Voted
ICIC
2005
Springer
15 years 9 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...
124
Voted
CVPR
2003
IEEE
16 years 5 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...