296 search results - page 3 / 60 » Kernel Matching Pursuit |
105
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SAC
2011
ACM
14 years 6 months ago
2011
ACM
This article proposes a stochastic version of the matching pursuit algorithm for Bayesian variable selection in linear regression. In the Bayesian formulation, the prior distributi...
89
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AAAI
2012
13 years 2 months ago
2012
In this paper, a new convex matching pursuit scheme is proposed for tackling large-scale sparse coding and subset selection problems. In contrast with current matching pursuit alg...
ICIP
1998
IEEE
16 years 1 months ago
1998
IEEE
88
Voted
ECML
2005
Springer
15 years 5 months ago
2005
Springer
ABSTRACT. Estimating a non-uniformly sampled function from a set of learning points is a classical regression problem. Kernel methods have been widely used in this context, but eve...
110
Voted
ICMLA
2009
14 years 9 months ago
2009
This paper introduces a new algorithm, namely the EquiCorrelation Network (ECON), to perform supervised classification, and regression. ECON is a kernelized LARS-like algorithm, b...