An introduction to Bayesian simulation-based inference for quantum machine learning with examples

Simulation is an indispensable tool in both engineering and the sciences. In simulation-based modeling, a parametric simulator is adopted as a mechanistic model of a physical system. The problem of designing algorithms that optimize the simulator parameters is the focus of the emerging field of simu...

Full description

Bibliographic Details

Published in:	Frontiers in Quantum Science and Technology
Main Authors:	Ivana Nikoloska, Osvaldo Simeone
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2024-08-01
Subjects:	simulation-based inference quantum computing Bayesian methods quantum machine learning Bayesian inference
Online Access:	https://www.frontiersin.org/articles/10.3389/frqst.2024.1394533/full