Tensor vs Matrix Methods: Robust Tensor Decomposition under Block Sparse Perturbations

Animashree Anandkumar, Prateek Jain, Yang Shi +1

Robust tensor CP decomposition involves decomposing a tensor into low rank and sparse components. We propose a novel non-convex iterative algorithm with guaranteed recovery. It alt…