Quantum circuit architecture search for variational quantum algorithms

Quantum circuit architecture search for variational quantum algorithms

20 October 2020

Papers citing "Quantum circuit architecture search for variational quantum algorithms"

15 / 15 papers shown

Title
QFDNN: A Resource-Efficient Variational Quantum Feature Deep Neural Networks for Fraud Detection and Loan Prediction Subham Das Ashtakala Meghanath Bikash K. Behera Shahid Mumtaz Saif Al-Kuwari Ahmed Farouk 19 0 0 28 Apr 2025
A Numerical Gradient Inversion Attack in Variational Quantum Neural-Networks Georgios Papadopoulos Shaltiel Eloul Yash Satsangi Jamie Heredge Niraj Kumar Chun-Fu Chen Marco Pistoia 51 0 0 17 Apr 2025
Quantum Circuit Design using a Progressive Widening Enhanced Monte Carlo Tree Search Vincenzo Lipardi Domenica Dibenedetto Georgios Stamoulis Mark H.M. Winands 115 0 0 06 Feb 2025
Investigating and Mitigating Barren Plateaus in Variational Quantum Circuits: A Survey Jack Cunningham Jun Zhuang 32 4 0 25 Jul 2024
ShadowNet for Data-Centric Quantum System Learning Yuxuan Du Yibo Yang Tongliang Liu Zhouchen Lin Bernard Ghanem Dacheng Tao 21 6 0 22 Aug 2023
Benchmarking Adaptative Variational Quantum Algorithms on QUBO Instances Gloria Turati Maurizio Ferrari Dacrema Paolo Cremonesi 6 3 0 03 Aug 2023
Computing the gradients with respect to all parameters of a quantum neural network using a single circuit Guanglei He 26 1 0 16 Jul 2023
Explaining Quantum Circuits with Shapley Values: Towards Explainable Quantum Machine Learning R. Heese Thore Gerlach Sascha Mucke Sabine Muller Matthias Jakobs Nico Piatkowski 16 17 0 22 Jan 2023
Restricting to the chip architecture maintains the quantum neural network accuracy Lucas Friedrich Jonas Maziero 19 3 0 29 Dec 2022
Expressibility-Enhancing Strategies for Quantum Neural Networks Y. Liao Junpeng Zhan 13 6 0 23 Nov 2022
Automatic and effective discovery of quantum kernels Massimiliano Incudini Daniele Lizzio Bosco F. Martini Michele Grossi Giuseppe Serra Alessandra Di Pierro 23 4 0 22 Sep 2022
Automated Quantum Circuit Design with Nested Monte Carlo Tree Search Peiyue Wang M. Usman U. Parampalli Lloyd C. L. Hollenberg C. Myers 4 16 0 01 Jul 2022
Estimating the randomness of quantum circuit ensembles up to 50 qubits Minzhao Liu Junyu Liu Yuri Alexeev Liang Jiang 8 7 0 19 May 2022
Connecting ansatz expressibility to gradient magnitudes and barren plateaus Zoë Holmes Kunal Sharma M. Cerezo Patrick J. Coles 118 420 0 06 Jan 2021
Noise-Induced Barren Plateaus in Variational Quantum Algorithms Samson Wang Enrico Fontana M. Cerezo Kunal Sharma A. Sone L. Cincio Patrick J. Coles 116 645 0 28 Jul 2020