Machine Learning (Theory) ? How is Compressed Sensing going to change Machine Learning ?How is Compressed Sensing going to change Machine Learning ? Compressed Sensing (CS) is a new framework developed by Emmanuel Candes, Terry Tao and David Donoho. To summarize, if you acquire a signal in some basis that is incoherent with the basis in which you know the signal to be sparse in, it is very likely you will be able to reconstruct the signal from these incoherent projections. Terry Tao,
