17 search results - page 3 / 4 » Explicit construction of a small epsilon-net for linear thre... |
ICML
2005
IEEE
14 years 6 months ago
2005
IEEE
This paper presents an approach to build Sparse Large Margin Classifiers (SLMC) by adding one more constraint to the standard Support Vector Machine (SVM) training problem. The ad...
APPROX
2008
Springer
13 years 7 months ago
2008
Springer
Let C be a class of probability distributions over a finite set . A function D : {0, 1}m is a disperser for C with entropy threshold k and error if for any distribution X in C s...
CVPR
2003
IEEE
14 years 7 months ago
2003
IEEE
Many vision applications require precise measurement of scene radiance. The function relating scene radiance to image brightness is called the camera response. We analyze the prop...
WOB
2008
13 years 6 months ago
2008
Abstract. We study a parametrized definition of gene clusters that permits control over the trade-off between increasing gene content versus conserving gene order within a cluster....
NIPS
2001
13 years 6 months ago
2001
The paper studies machine learning problems where each example is described using a set of Boolean features and where hypotheses are represented by linear threshold elements. One ...