Sparse recovery algorithms from exact and incomplete data PROGRAM - Iterative thresholding algorithms for inverse problems with sparsity constraints. Vector valued sparse recovery. - Acceleration methods: projected gradient methods and domain decomposition methods. - Adaptive frame schemes for PDE and relations to sparse recovery. - Applications in image processing, brain imaging, and numerical simulation.