406 search results - page 26 / 82 » Covering Numbers for Support Vector Machines |
NIPS
2000
15 years 1 months ago
2000
The Vicinal Risk Minimization principle establishes a bridge between generative models and methods derived from the Structural Risk Minimization Principle such as Support Vector M...
ML
2007
ACM
14 years 11 months ago
2007
ACM
In many learning problems prior knowledge about pattern variations can be formalized and beneficially incorporated into the analysis system. The corresponding notion of invarianc...
ICRA
2006
IEEE
15 years 5 months ago
2006
IEEE
— We introduce a method based on support vector machines which can detect opening and closing actions of the human thumb, index finger, and other fingers recorded via surface E...
ICPR
2008
IEEE
15 years 6 months ago
2008
IEEE
Support Vector Machines (SVMs), though accurate, are still difficult to solve large-scale applications, due to the computational and storage requirement. To relieve this problem,...
FCCM
1999
IEEE
15 years 4 months ago
1999
IEEE
This paper presents a method, called multiple constant multiplier trees MCMTs, for producing optimized recon gurable hardware implementations of vector products. An algorithm for ...