Quantum Natural Gradient

James Stokes, Josh A. Izaac, Nathan Killoran, Giuseppe Carleo

Abstract: James Stokes, Josh Izaac, Nathan Killoran, and Giuseppe Carleo, Quantum 4, 269 (2020). A quantum generalization of Natural Gradient Descent is presented as part of a general-purpose optimization framework for variational quantum circuits. The optimization dynamics is interpret…