Machine learning with tree tensor networks, CP rank constraints, and tensor dropout

Hao Chen, Thomas Barthel

Tensor networks developed in the context of condensed matter physics try to approximate order-$N$ tensors with a reduced number of degrees of freedom that is only polynomial in $N$…