Variational Optimization for Quantum Problems using Deep Generative Networks

28 April 2024

Papers citing "Variational Optimization for Quantum Problems using Deep Generative Networks"

6 / 6 papers shown

Title
Does provable absence of barren plateaus imply classical simulability? Or, why we need to rethink variational quantum computing M. Cerezo Martín Larocca Diego García-Martín N. L. Diaz Paolo Braccia ... Pablo Bermejo Aroosa Ijaz Supanut Thanasilp Eric R. Anschuetz Zoë Holmes 75 134 0 14 Dec 2023
Theory of overparametrization in quantum neural networks Martín Larocca Nathan Ju Diego García-Martín Patrick J. Coles M. Cerezo 83 191 0 23 Sep 2021
Quantum device fine-tuning using unsupervised embedding learning N. V. Esbroeck D. Lennon H. Moon Vu-Linh Nguyen F. Vigneau ... L. Yu D. Zumbuhl G. Briggs D. Sejdinovic N. Ares 47 29 0 13 Jan 2020
Supervised learning with quantum enhanced feature spaces Vojtěch Havlíček A. Córcoles K. Temme A. Harrow A. Kandala J. Chow J. Gambetta 84 1,831 0 30 Apr 2018
Barren plateaus in quantum neural network training landscapes Jarrod R. McClean Sergio Boixo V. Smelyanskiy Ryan Babbush Hartmut Neven 92 1,824 0 29 Mar 2018
Learning hard quantum distributions with variational autoencoders Andrea Rocchetto Edward Grant Sergii Strelchuk Giuseppe Carleo Simone Severini BDL DRL 70 78 0 02 Oct 2017