292 search results - page 27 / 59 » Accelerated Kernel Feature Analysis |
JMLR
2010
13 years 2 months ago
2010
We propose a novel group regularization which we call exclusive lasso. Unlike the group lasso regularizer that assumes covarying variables in groups, the proposed exclusive lasso ...
PLDI
2011
ACM
12 years 10 months ago
2011
ACM
MATLAB is an array language, initially popular for rapid prototyping, but is now being increasingly used to develop production code for numerical and scientific applications. Typ...
TNN
2008
13 years 7 months ago
2008
Abstract--Plenty of methods have been proposed in order to discover latent variables (features) in data sets. Such approaches include the principal component analysis (PCA), indepe...
PR
2010
13 years 6 months ago
2010
We develop a supervised dimensionality reduction method, called Lorentzian Discriminant Projection (LDP), for feature extraction and classification. Our method represents the str...
ESOP
2007
Springer
14 years 2 months ago
2007
Springer
The goal of our research project is to establish a type-based method for verification of certain critical properties (such as deadlockand race-freedom) of operating system kernels...