Mark Plumbley - Workshop Opening



Mike Davies - Compressible distributions



Michael Elad - The Analysis Sparse Model - Definition, Pursuit, Dictionary Learning, and Beyond



Daniel Vainsencher - Sample complexity of dictionary learning through \epsilon nets



Remi Gribonval - Sparse dictionary learning in the presence of noise & outliers



Gabriel Peyré - Robust Sparse Analysis Regularization



Nir Sochen - The time-frequency uncertainty principle is exceptional!



Bruno Torresani - Lp and entropic uncertainty inequalities



Pierre Vandergheynst - On localization and uncertainty in graph based representations



Anders Hansen - Sampling and subsampling in an analog/infinite-dimensional framework



Panel discussion



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Realized by Matthew Davies and Maria Jafari from QMUL and Jules Espiau de LamaŽstre from INRIA Rennes- July 2012.