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Local Component Analysis
International audience -
Deconvolution estimation of onset of pregnancy with replicate observations
International audience -
Optimal cross-validation in density estimation
The performance of cross-validation (CV) is analyzed in two contexts: (i) risk estimation and (ii) model selection in the density estimation framework. The main focus... -
Nonparametric Estimation for Functional Data by Wavelet Thresholding
This paper deals with density and regression estimation problems for functional data. Using wavelet bases for Hilbert spaces of functions, we develop a new adaptive... -
ESTIMATION OF THE DENSITY OF A DETERMINANTAL PROCESS
International audience -
Adaptive non-asymptotic confidence balls in density estimation
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Adaptive wavelet estimation of a density from mixtures under multiplicative c...
In this paper, a mixture model under multiplicative censoring is considered. We investigate the estimation of a component of the mixture (a density) from the... -
Frequency polygons for continuous random fields
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Kernel spatial density estimation in infinite dimension space
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A new method for estimation and model selection: $\rho$-estimation
International audience -
Computing Histogram of Tensor Images using Orthogonal Series Density Estimati...
This paper deals with the computation of the histogram of tensor images, that is, images where at each pixel is given a n by n positive definite symmetric matrix,... -
An efficient algorithm for T-estimation
We introduce an efficient and exact algorithm, together with a faster but approximate version, which implements with a sub-quadratic complexity the hold-out derived...
