2 citations · 2 across the 4 of their papers we have counts for
4 papers
Large deviation for lasso diffusion process
Azzouz Dermoune, Khalifa Es-Sebaiy, Youssef Ouknine
The aim of the present paper is to extend the large deviation with discontinuous statistics studied in \cite{BDE} to the diffusion $d\mathbf{x}^\varepsilon = -\{\mathbf{A}^\top (\m…
Strong noise estimation in cubic splines
Azzouz Dermoune, Aziz El Kaabouchi
The data , satisfy where belongs to the set of cubic splines. The unknown noises are such that $va…
Oscillation of adaptative Metropolis-Hasting and simulated annealing algorithms around penalized least squares estimator
Azzouz Dermoune, Daoud Ounaissi, Nadji Rahmania
In this work we study, as the temperature goes to zero, the oscillation of Metropolis-Hasting's algorithm around the Basis Pursuit De-noising solutions. We derive new criteria for…
Estimation of noisy cubic spline using a natural basis
Azzouz Dermoune, Cristian Preda
We define a new basis of cubic splines such that the coordinates of a natural cubic spline are sparse. We use it to analyse and to extend the classical Schoenberg and Reinsch resul…