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20042011
most citedConcentration around the mean for maxima of empirical processes

207 citations

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10 papers · 1 filter

math.ST2011

Intensity estimation of non-homogeneous Poisson processes from shifted trajectories

Jérémie Bigot, Sébastien Gadat, Thierry Klein +1

This paper considers the problem of adaptive estimation of a non-homogeneous intensity function from the observation of n independent Poisson processes having a common intensity th…

math.ST2011

A Threshold Regularization Method for Inverse Problems

Paul Rochet

A number of regularization methods for discrete inverse problems consist in considering weighted versions of the usual least square solution. However, these so-called filter method…

math.ST2011★ 9 cited

Consistency of functional learning methods based on derivatives

Fabrice Rossi, Nathalie Villa-Vialaneix

In some real world applications, such as spectrometry, functional models achieve better predictive performances if they work on the derivatives of order m of their inputs rather th…

math.ST2009★ 8 cited

Adaptive density estimation for stationary processes

Matthieu Lerasle

We propose an algorithm to estimate the common density of a stationary process . We suppose that the process is either or -mixing. We provide a model select…

math.ST2009★ 7 cited

Oracle Inequality for Instrumental Variable Regression

Jean-Michel Loubes, Clément Marteau

We tackle the problem of estimating a regression function observed in an instrumental regression framework. This model is an inverse problem with unknown operator. We provide a spe…

math.ST2008★ 4 cited

Kernel Inverse Regression for spatial random fields

Jean-Michel Loubes, Anne-Françoise Yao

In this paper, we propose a dimension reduction model for spatially dependent variables. Namely, we investigate an extension of the \emph{inverse regression} method under strong mi…