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IJON
2011
158views more  IJON 2011»
15 years 2 months ago
Maximal Discrepancy for Support Vector Machines
Several theoretical methods have been developed in the past years to evaluate the generalization ability of a classifier: they provide extremely useful insights on the learning ph...
Davide Anguita, Alessandro Ghio, Sandro Ridella
229
Voted
PKC
2001
Springer
163views Cryptology» more  PKC 2001»
15 years 11 months ago
Fast Irreducibility and Subgroup Membership Testing in XTR
Abstract. We describe a new general method to perform part of the setup stage of the XTR system introduced at Crypto 2000, namely finding the trace of a generator of the XTR group...
Arjen K. Lenstra, Eric R. Verheul
SIAMJO
2010
88views more  SIAMJO 2010»
15 years 1 months ago
A Primal-Dual Exterior Point Method for Nonlinear Optimization
In this paper, a primal dual method for general possible nonconvex nonlinear optimization problems is considered. The method is an exterior point type method which means that it p...
Hiroshi Yamashita, Takahito Tanabe
131
Voted
CAISE
2004
Springer
16 years 15 days ago
MC Sandbox - Tool Support for Method Configuration
Method configuration (MC) has been presented as a particular kind of method engineering (ME). ME in general is often a tedious and time consuming task and method configuration is n...
Fredrik Karlsson, Kai Wistrand
ISBI
2006
IEEE
16 years 1 months ago
Improve brain registration using machine learning methods
A machine learning method is introduced here to improve the accuracy of brain registration. Generally, different brain regions might need different types or sets of features for r...
Guorong Wu, Feihu Qi, Dinggang Shen