Sparse Optimization on General Atomic Sets: Greedy and Forward-Backward Algorithms

Thomas Zhang

We consider the problem of sparse atomic optimization, where the notion of "sparsity" is generalized to meaning some linear combination of few atoms. The definition of atomic set i…