Stochastic Loop Corrections to Belief Propagation for Tensor Network Contraction

Gi Beom Sim, Tae Hyeon Park, Kwang S. Kim +6

Tensor network contraction is a fundamental computational challenge underlying quantum many-body physics, statistical mechanics, and machine learning. Belief propagation (BP) provi…