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Dependence structure and limiting results: some applications in finance and i...
This thesis focuses on risk dependencies, based on copula functions. Taking dependencies into account is now crucial in risk management, since amount can be huge... -
Sparse representations for multivariate signals
In this thesis, we study approximation and learning methods which provide sparse representations. These methods allow to analyze very redundant data-bases thanks to...
