Proper Agnostic Learning of Matrix Product States and Tree Tensor Networks

Constantin Cedillo Vayson de Pradenne, Jordan Cotler

We establish proper agnostic learning of matrix product states and tree tensor networks. Given copies of an arbitrary quantum state $\rho$, our algorithms return a state $|\psi ⟩$ o…