Natural Evolutionary Strategies for Variational Quantum Computation

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Natural Evolutionary Strategies for Variational Quantum Computation

30 November 2020

Alán Aspuru-Guzik

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Papers citing "Natural Evolutionary Strategies for Variational Quantum Computation"

15 / 15 papers shown

Title
Provably Robust Training of Quantum Circuit Classifiers Against Parameter Noise Lucas Tecot Di Luo Cho-Jui Hsieh 55 0 0 24 May 2025
A comprehensive review of Quantum Machine Learning: from NISQ to Fault Tolerance Yunfei Wang Junyu Liu 77 40 0 21 Jan 2024
Randomized Benchmarking of Local Zeroth-Order Optimizers for Variational Quantum Systems Lucas Tecot Cho-Jui Hsieh 45 0 0 14 Oct 2023
The quantum cost function concentration dependency on the parametrization expressivity Lucas Friedrich Jonas Maziero 77 14 0 17 Jan 2023
Near-Term Quantum Computing Techniques: Variational Quantum Algorithms, Error Mitigation, Circuit Compilation, Benchmarking and Classical Simulation Heliang Huang Xiao-Yue Xu Chu Guo Guojing Tian Shijie Wei Xiaoming Sun Wansu Bao G. Long 53 74 0 16 Nov 2022
AutoQML: Automatic Generation and Training of Robust Quantum-Inspired Classifiers by Using Genetic Algorithms on Grayscale Images Sergio Altares-López J. J. García-Ripoll Ángela Ribeiro 69 17 0 28 Aug 2022
Evolution strategies: Application in hybrid quantum-classical neural networks Lucas Friedrich Jonas Maziero 57 9 0 17 May 2022
Monte Carlo Tree Search based Hybrid Optimization of Variational Quantum Circuits Jiahao Yao Haoya Li Marin Bukov Lin Lin Lexing Ying 42 16 0 30 Mar 2022
Learning Interpretable Representations of Entanglement in Quantum Optics Experiments using Deep Generative Models Daniel Flam-Shepherd Tony C Wu Xuemei Gu Alba Cervera-Lierta Mario Krenn Alán Aspuru-Guzik DRL 64 21 0 06 Sep 2021
Variational Quantum Reinforcement Learning via Evolutionary Optimization Samuel Yen-Chi Chen Chih-Min Huang Chia-Wei Hsing H. Goan Y. Kao 90 86 0 01 Sep 2021
Automatic design of quantum feature maps Sergio Altares-López Ángela Ribeiro J. J. García-Ripoll 33 51 0 26 May 2021
Quantum Circuit Evolution on NISQ Devices L. Franken B. Georgiev Sascha Mucke Moritz Wolter R. Heese Christian Bauckhage Nico Piatkowski 53 13 0 23 Dec 2020
Variational Quantum Algorithms M. Cerezo A. Arrasmith Ryan Babbush S. Benjamin Suguru Endo ... Jarrod R. McClean K. Mitarai Xiao Yuan L. Cincio Patrick J. Coles 166 2,561 0 16 Dec 2020
Noise-Robust End-to-End Quantum Control using Deep Autoregressive Policy Networks Jiahao Yao Paul Köttering Hans Gundlach Lin Lin Marin Bukov 95 14 0 12 Dec 2020
Effect of barren plateaus on gradient-free optimization A. Arrasmith M. Cerezo Piotr Czarnik L. Cincio Patrick J. Coles 106 217 0 24 Nov 2020