A0865
Title: Modeling exchangeable sequences by mixture of mixture and its application
Authors: Shuhei Mano - The Institute of Statistical Mathematics (Japan) [presenting]
Abstract: Exchangeable sequences modeled by a mixture of iid random variables following a finite mixture of random probability measures were studied. The results were applied to the problem of simulating outputs of random quantum circuits, which is the central issue in quantum supremacy demonstration. It was demonstrated that the Chinese restaurant metaphor of the proposed modeling simulates the outputs on a classic computer in a reasonable time.
