Mark Plumbley - Workshop Opening



Francis Bach - Structured sparsity-inducing norms through submodular functions



Mike Davies - Rank aware algorithms for joint sparse recovery



Holger Rauhut - Copressive sensing and structured random matrices



Pierre Vandergheynst - Transductive learning with spectral graph wavelets



Karin Schnass - Dictionary identification - Sparse matrix-factorization via L1-minimization



John Wright - Dictionary learning via L1-minimization: well-posedness and correct recovery



Michael Elad - Exploiting statistical dependencies in sparse representations



Kjersti Engan - Dictionary learning by RLA-DLA with applications



Panel Discussion - Mark Plumbley, Kjersti Engan, Rémi Gribonval, Michael Elad and Mike Davies



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Realized by Matthew Davies from QMUL and Jules Espiau de Lamaëstre from INRIA - February 2011.