2055 search results - page 121 / 411 » Nested support vector machines |
FLAIRS
2008
15 years 14 days ago
2008
In this paper, we model large support vector machines (SVMs) by smaller networks in order to decrease the computational cost. The key idea is to generate additional training patte...
87
Voted
EDM
2008
14 years 11 months ago
2008
As part of an ongoing project where SWoRD, a Web-based reciprocal peer review system, is used to support disciplinary writing, this study reports machine learning classifications o...
ICDCS
1996
IEEE
15 years 2 months ago
1996
IEEE
We introduce a shared memory software prototype system for executing programs with nested parallelism on a network of workstations. This programming model exhibits a very convenie...
87
Voted
NIPS
2000
14 years 11 months ago
2000
We present an improvement of Noviko 's perceptron convergence theorem. Reinterpreting this mistakebound as a margindependent sparsity guarantee allows us to give a PAC{style ...
CIVR
2007
Springer
15 years 4 months ago
2007
Springer
This paper describes an efficient approach to image annotation. It ranked first on the recent scene categorization track of the ImagEVAL1 benchmark. We show how homogeneous globa...