107 search results - page 3 / 22 » Dimensionality reduction by unsupervised regression |
PRL
1998
13 years 5 months ago
1998
ICPR
2010
IEEE
13 years 10 months ago
2010
IEEE
Face recognition (FR) is an active yet challenging topic in computer vision applications. As a powerful tool to represent high dimensional data, recently sparse representation bas...
TIP
2010
13 years 15 days ago
2010
We propose a unified manifold learning framework for semi-supervised and unsupervised dimension reduction by employing a simple but effective linear regression function to map the ...
ICCAD
2006
IEEE
14 years 2 months ago
2006
IEEE
Process variations in modern VLSI technologies are growing in both magnitude and dimensionality. To assess performance variability, complex simulation and performance models param...
JMLR
2010
13 years 4 months ago
2010
Nonlinear dimensionality reduction methods are often used to visualize high-dimensional data, although the existing methods have been designed for other related tasks such as mani...