Sketching for Large-Scale Learning of Mixture Models

Nicolas Keriven, Anthony Bourrier, Rémi Gribonval +1

Learning parameters from voluminous data can be prohibitive in terms of memory and computational requirements. We propose a "compressive learning" framework where we estimate model…