2665 search results - page 124 / 533 » Bundle Methods for Machine Learning |
124
Voted
ECCV
2006
Springer
16 years 4 months ago
2006
Springer
This paper presents a learning based approach to tracking articulated human body motion from a single camera. In order to address the problem of pose ambiguity, a one-to-many mappi...
99
Voted
ICML
2008
IEEE
16 years 3 months ago
2008
IEEE
We have developed a new Linear Support Vector Machine (SVM) training algorithm called OCAS. Its computational effort scales linearly with the sample size. In an extensive empirica...
112
Voted
ICML
2007
IEEE
16 years 3 months ago
2007
IEEE
The core vector machine (CVM) is a recent approach for scaling up kernel methods based on the notion of minimum enclosing ball (MEB). Though conceptually simple, an efficient impl...
159
Voted
ESSMAC
2003
Springer
15 years 7 months ago
2003
Springer
Abstract. While there is strong motivation for using Gaussian Processes (GPs) due to their excellent performance in regression and classification problems, their computational com...
136
Voted
ICCS
2007
Springer
15 years 8 months ago
2007
Springer
New architectures for Brain-Machine Interface communication and control use mixture models for expanding rehabilitation capabilities of disabled patients. Here we present and test ...