2033 search results - page 122 / 407 » Ellipsoidal Support Vector Machines |
97
Voted
COLT
2008
Springer
15 years 3 months ago
2008
Springer
We consider the question of why modern machine learning methods like support vector machines outperform earlier nonparametric techniques like kNN. Our approach investigates the lo...
111
Voted
AVI
2006
15 years 3 months ago
2006
Structured graphics models such as Scalable Vector Graphics (SVG) enable designers to create visually rich graphics for user interfaces. Unfortunately current programming tools ma...
122
click to vote
ICPR
2006
IEEE
16 years 3 months ago
2006
IEEE
A two-class imbalanced data problem (IDP) emerges when the data from majority class are compactly clustered and the data from minority class are scattered. Though a discriminative...
146
click to vote
JMLR
2012
13 years 4 months ago
2012
We propose a new family of latent variable models called max-margin min-entropy (m3e) models, which define a distribution over the output and the hidden variables conditioned on ...
IJON
2006
15 years 1 months ago
2006
The success of Support Vector Machine (SVM) gave rise to the development of a new class of theoretically elegant learning machines which use a central concept of kernels and the a...