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Atriplex patula

Known as: Atriplex patula L., spear oracle 
 
National Institutes of Health

Papers overview

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Highly Cited
2013
Highly Cited
2013
Support vector machines (SVMs) using Gaussian kernels are one of the standard and state-of-the-art learning algorithms. In this… Expand
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Highly Cited
2013
Highly Cited
2013
We obtain sharp oracle inequalities for the empirical risk minimization procedure in the regression model under the assumption… Expand
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Highly Cited
2011
Highly Cited
2011
The purpose of these lecture notes is to provide an introduction to the general theory of empirical risk minimization with an… Expand
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Highly Cited
2011
Highly Cited
2011
We address the problem of density estimation with L s-loss by selection of kernel estimators. We develop a selection procedure… Expand
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Highly Cited
2010
Highly Cited
2010
We consider a finite mixture of regressions (FMR) model for high-dimensional inhomogeneous data where the number of covariates… Expand
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Highly Cited
2009
Highly Cited
2009
λ as an estimator of λ ∗ . They called this estimator “the Dantzig selector”. We study the properties of 
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Highly Cited
2008
Highly Cited
2008
We explain some basic theoretical issues regarding nonparametric statistics applied to inverse problems. Simple examples are used… Expand
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Highly Cited
2006
Highly Cited
2006
Estimation methods for the Levy density of a Levy process are developed under mild qualitative assumptions. A classical model… Expand
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Highly Cited
2002
Highly Cited
2002
We consider a sequence space model of statistical linear inverse problems where we need to estimate a function f from indirect… Expand
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Highly Cited
2001
Highly Cited
2001
In this paper, we introduce nonlinear regularized wavelet estimators for estimating nonparametric regression functions when… Expand
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