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Statistical inference in compound functional models
We consider a general nonparametric regression model called the compound model. It includes, as special cases, sparse additive regression and nonparametric (or linear)... -
Estimating a discrete distribution histogram selection
International audience -
Radon needlet thresholding
International audience -
NEED-VD: a second-generation wavelet algorithm for estimation in inverse prob...
We provide a new algorithm for the treatment of inverse problems which combines the traditional SVD inversion with an appropriate thresholding technique in a well... -
Guaranteed robust nonlinear minimax estimation
International audience -
Optimal bounds for inverse problems with Jacobi-type eigenfunctions
International audience -
Statistical methods for descriptor matching
Many applications, as in computer vision or medicine, aim at identifying the similarities between several images or signals. There after, it is possible to detect...
