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Sparse and herarchical representations for archival and compression of audio ...
The main goal of this work is automated processing of large volumes of audio data. Most specifically, one is interested in archiving, a process that encompass at least... -
Contributions aux méthodes de calcul basées sur l'approximation de tenseurs e...
This thesis makes several contributions to the resolution of high dimensional problems in scientific computing, particularly for uncertainty quantification. We... -
Sparse approximation algorithms inspired by Orthogonal Least Squares for inve...
This manuscript is a synthesis of my research activity at CRAN between 2005 and 2013. My research projects deal with inverse problems in signal and image processing,...
