12148 search results - page 105 / 2430 » Generalized Bundle Methods |
121
click to vote
BMVC
2010
15 years 8 days ago
2010
Kernel methods yield state-of-the-art performance in certain applications such as image classification and object detection. However, large scale problems require machine learning...
122
click to vote
ICML
2002
IEEE
16 years 3 months ago
2002
IEEE
We study generalization properties of linear learning algorithms and develop a data dependent approach that is used to derive generalization bounds that depend on the margin distr...
109
click to vote
ISCI
1998
15 years 1 months ago
1998
This paper presents a method for updating approximations of a concept incrementally. The results can be used to implement a quasi-incremental algorithm for learning classification...
117
Voted
CVPR
2007
IEEE
16 years 4 months ago
2007
IEEE
We introduce a novel probabilistic approach for nonparametric nonrigid image registration using generalized elastic nets, a model previously used for topographic maps. The idea of...
116
click to vote
ICCV
2007
IEEE
16 years 4 months ago
2007
IEEE
It is well known that in order to calibrate a single camera with a one-dimensional (1D) calibration object, the object must undertake some constrained motions, in other words, it ...