Abstract: A method to recover the unknown sparse error e in a corrupted linear system b=Ax+e is proposed. The original problem is first transformed into a convex ...

Abstract: Incremental learning or online learning as a branch of machine learning has attracted more attention recently. For large-scale problems and dynamic data problem, incremental learning ...