Nuclear norm regularized loop optimization for tensor network

Kenji Homma, Tsuyoshi Okubo, Naoki Kawashima

We propose a loop optimization algorithm based on nuclear norm regularization for tensor network. The key ingredient of this scheme is to introduce a rank penalty term proposed in…