23 search results - page 5 / 5 » A fast revised simplex method for SVM training |
134
Voted
NIPS
2000
15 years 5 months ago
2000
A new incremental learning algorithm is described which approximates the maximal margin hyperplane w.r.t. norm p 2 for a set of linearly separable data. Our algorithm, called alm...
253
Voted
AAAI
2008
15 years 6 months ago
2008
This paper presents a novel people detection and tracking method based on a multi-modal sensor fusion approach that utilizes 2D laser range and camera data. The data points in the...
129
Voted
ICML
2009
IEEE
16 years 4 months ago
2009
IEEE
Many learning algorithms rely on the curvature (in particular, strong convexity) of regularized objective functions to provide good theoretical performance guarantees. In practice...