403 search results - page 64 / 81 » Metric and Kernel Learning Using a Linear Transformation |
116
Voted
ICML
2009
IEEE
16 years 2 months ago
2009
IEEE
The problem of choosing fast implementations for a class of recursive algorithms such as the fast Fourier transforms can be formulated as an optimization problem over the language...
102
click to vote
EUROSYS
2008
ACM
15 years 11 months ago
2008
ACM
The internal libraries of Linux are evolving rapidly, to address new requirements and improve performance. These evolutions, however, entail a massive problem of collateral evolut...
124
click to vote
ICML
2005
IEEE
16 years 2 months ago
2005
IEEE
Given a classification problem, our goal is to find a low-dimensional linear transformation of the feature vectors which retains information needed to predict the class labels. We...
131
click to vote
KAIS
2006
15 years 1 months ago
2006
Abstract. Many supervised machine learning tasks can be cast as multi-class classification problems. Support vector machines (SVMs) excel at binary classification problems, but the...
120
click to vote
ECCV
2008
Springer
16 years 3 months ago
2008
Springer
We present a new Gaussian Process inference algorithm, called Online Sparse Matrix Gaussian Processes (OSMGP), and demonstrate its merits with a few vision applications. The OSMGP ...