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NIPS
2001
15 years 8 months ago
Adaptive Sparseness Using Jeffreys Prior
In this paper we introduce a new sparseness inducing prior which does not involve any (hyper)parameters that need to be adjusted or estimated. Although other applications are poss...
Mário A. T. Figueiredo
ICASSP
2010
IEEE
15 years 6 months ago
Multi-class SVM optimization using MCE training with application to topic identification
This paper presents a minimum classification error (MCE) training approach for improving the accuracy of multi-class support vector machine (SVM) classifiers. We have applied th...
Timothy J. Hazen
ENTCS
2006
125views more  ENTCS 2006»
15 years 6 months ago
Estimating the Cost of Native Method Calls for Resource-bounded Functional Programming Languages
We address the problem of applying resource-bounded functional programming languages in practice on object-oriented virtual machines which include calls to native methods coded in...
Stephen T. Gilmore, Olha Shkaravska
JMLR
2008
84views more  JMLR 2008»
15 years 6 months ago
LIBLINEAR: A Library for Large Linear Classification
LIBLINEAR is an open source library for large-scale linear classification. It supports logistic regression and linear support vector machines. We provide easy-to-use command-line ...
Rong-En Fan, Kai-Wei Chang, Cho-Jui Hsieh, Xiang-R...
JWSR
2006
113views more  JWSR 2006»
15 years 6 months ago
Search Strategies for Automatic Web Service Composition
: We investigate architectural properties required for supporting automatic service composition. First, composable service architecture will be described, based on modeling Web ser...
Nikola Milanovic, Miroslaw Malek