Learning computationally efficient dictionaries and their implementation as fast transforms

Luc Le Magoarou, Rémi Gribonval

Dictionary learning is a branch of signal processing and machine learning that aims at finding a frame (called dictionary) in which some training data admits a sparse representatio…