An Incidence Geometry approach to Dictionary Learning

Meera Sitharam, Mohamad Tarifi, Menghan Wang

We study the Dictionary Learning (aka Sparse Coding) problem of obtaining a sparse representation of data points, by learning \emph{dictionary vectors} upon which the data points c…