2021
Quantum Tensor Networks, Stochastic Processes, and Weighted Automata
AISTATS 2021poster
Modeling joint probability distributions over sequences has been studied from many perspectives. The physics community developed matrix product states, a tensor-train decomposition for probabilistic modeling, motivated by the need to tractably model many-body systems. But similar models have also be…