1719 search results - page 184 / 344 » Supervised Dictionary Learning |
142
Voted
ACL
2010
15 years 24 days ago
2010
We present a data-driven approach to learn user-adaptive referring expression generation (REG) policies for spoken dialogue systems. Referring expressions can be difficult to unde...
129
Voted
ICMLA
2009
15 years 14 days ago
2009
This article proposes an algorithm to automatically learn useful transformations of data to improve accuracy in supervised classification tasks. These transformations take the for...
111
Voted
ICML
2006
IEEE
16 years 3 months ago
2006
IEEE
We address the problem of learning a kernel for a given supervised learning task. Our approach consists in searching within the convex hull of a prescribed set of basic kernels fo...
120
Voted
KDD
2004
ACM
16 years 3 months ago
2004
ACM
Subspace learning approaches have attracted much attention in academia recently. However, the classical batch algorithms no longer satisfy the applications on streaming data or la...
146
Voted
CVPR
2010
IEEE
15 years 10 months ago
2010
IEEE
A recent dominating trend in tracking called tracking-by-detection uses on-line classifiers in order to redetect objects over succeeding frames. Although these methods usually deli...