It was recently observed that chiral two-body interactions can be efficiently represented using matrix factorization techniques such as the singular value decomposition. However, exploitation of these low-rank structures in a few- or many-body framework is nontrivial and requires reformulations explicitly utilize decomposition format. In this work, we present general least-square approach appli...