Variational Quantum Algorithms

16 December 2020

Jarrod R. McClean

Papers citing "Variational Quantum Algorithms"

50 / 157 papers shown

Title
CQural: A Novel CNN based Hybrid Architecture for Quantum Continual Machine Learning Sanyam Jain CLL 24 1 0 16 May 2023
Energy-dependent barren plateau in bosonic variational quantum circuits Bingzhi Zhang Quntao Zhuang 37 5 0 02 May 2023
The cross-sectional stock return predictions via quantum neural network and tensor network N. Kobayashi Yoshiyuki Suimon Koichi Miyamoto K. Mitarai AIFin 17 2 0 25 Apr 2023
Learning To Optimize Quantum Neural Network Without Gradients Ankit Kulshrestha Xiaoyuan Liu Hayato Ushijima-Mwesigwa Ilya Safro 20 5 0 15 Apr 2023
Efficient Quantum Algorithms for Quantum Optimal Control Xiantao Li Cong Wang 29 6 0 05 Apr 2023
Variational Denoising for Variational Quantum Eigensolver Quoc-Hoan Tran Shinji Kikuchi H. Oshima 16 3 0 02 Apr 2023
Challenges and Opportunities in Quantum Machine Learning M. Cerezo Guillaume Verdon Hsin-Yuan Huang L. Cincio Patrick J. Coles VLM 19 404 0 16 Mar 2023
Error mitigation of entangled states using brainbox quantum autoencoders Joséphine Pazem M. Ansari 36 3 0 02 Mar 2023
Quantum Machine Learning hyperparameter search S. Consul-Pacareu R. Montano Kevin Rodriguez-Fernandez Alex Corretgé Esteve Vilella-Moreno Daniel Casado Fauli Parfait Atchade-Adelomou 21 5 0 20 Feb 2023
Explaining Quantum Circuits with Shapley Values: Towards Explainable Quantum Machine Learning R. Heese Thore Gerlach Sascha Mucke Sabine Muller Matthias Jakobs Nico Piatkowski 24 18 0 22 Jan 2023
The quantum cost function concentration dependency on the parametrization expressivity Lucas Friedrich Jonas Maziero 38 14 0 17 Jan 2023
SEQUENT: Towards Traceable Quantum Machine Learning using Sequential Quantum Enhanced Training Philipp Altmann Leo Sünkel Jonas Stein Tobias Müller Christoph Roch Claudia Linnhoff-Popien 20 5 0 06 Jan 2023
Restricting to the chip architecture maintains the quantum neural network accuracy Lucas Friedrich Jonas Maziero 32 3 0 29 Dec 2022
Problem-Dependent Power of Quantum Neural Networks on Multi-Class Classification Yuxuan Du Yibo Yang Dacheng Tao Min-hsiu Hsieh 41 22 0 29 Dec 2022
Quantum Phase Recognition using Quantum Tensor Networks Shweta Sahoo Utkarsh Azad Harjinder Singh 21 4 0 12 Dec 2022
Financial Risk Management on a Neutral Atom Quantum Processor L. Leclerc Luis Ortiz-Guitierrez S. Grijalva Boris Albrecht J. R. Cline ... Roman Orus Achraf Seddik Oumaima Hammammi Hacene Isselnane Didier M'tamon 13 14 0 06 Dec 2022
Enhancing Quantum Adversarial Robustness by Randomized Encodings Weiyuan Gong D. Yuan Weikang Li D. Deng AAML 24 19 0 05 Dec 2022
Quantum Power Flows: From Theory to Practice Junyu Liu Hang Zheng M. Hanada Kanav Setia Dan Wu 11 4 0 10 Nov 2022
Reservoir Computing via Quantum Recurrent Neural Networks Samuel Yen-Chi Chen D. Fry Amol Deshmukh V. Rastunkov Charlee Stefanski 21 16 0 04 Nov 2022
Faster variational quantum algorithms with quantum kernel-based surrogate models Alistair W. R. Smith A. Paige Myungshik S. Kim 20 4 0 02 Nov 2022
Theoretical Guarantees for Permutation-Equivariant Quantum Neural Networks Louis Schatzki Martín Larocca Quynh T. Nguyen F. Sauvage M. Cerezo 39 84 0 18 Oct 2022
Theory for Equivariant Quantum Neural Networks Quynh T. Nguyen Louis Schatzki Paolo Braccia Michael Ragone Patrick J. Coles F. Sauvage Martín Larocca M. Cerezo 40 89 0 16 Oct 2022
Representation Theory for Geometric Quantum Machine Learning Michael Ragone Paolo Braccia Quynh T. Nguyen Louis Schatzki Patrick J. Coles F. Sauvage Martín Larocca M. Cerezo AI4CE 28 73 0 14 Oct 2022
Stochastic noise can be helpful for variational quantum algorithms Junyu Liu Frederik Wilde A. A. Mele Liang Jiang Jens Eisert Jens Eisert 24 34 0 13 Oct 2022
QuCNN : A Quantum Convolutional Neural Network with Entanglement Based Backpropagation S. Stein Y. Mao James Ang A. Li 29 9 0 11 Oct 2022
On Physics-Informed Neural Networks for Quantum Computers Stefano Markidis PINN 32 18 0 28 Sep 2022
Shuffle-QUDIO: accelerate distributed VQE with trainability enhancement and measurement reduction Yan Qian Yuxuan Du Dacheng Tao 36 3 0 26 Sep 2022
Quantum Vision Transformers El Amine Cherrat Iordanis Kerenidis Natansh Mathur Jonas Landman M. Strahm Yun. Y Li ViT 34 55 0 16 Sep 2022
Classical-to-quantum convolutional neural network transfer learning Juhyeon Kim Joonsuk Huh D. Park 32 31 0 31 Aug 2022
A preprocessing perspective for quantum machine learning classification advantage using NISQ algorithms Javier Mancilla Christophe Pere VLM 29 17 0 28 Aug 2022
Exponential concentration in quantum kernel methods Supanut Thanasilp Samson Wang M. Cerezo Zoë Holmes 24 76 0 23 Aug 2022
Quantum Bayesian Computation Maria Nareklishvili Vadim Sokolov Jianeng Xu 37 2 0 17 Aug 2022
Active Learning on a Programmable Photonic Quantum Processor Chen Ding Xiao-Yue Xu Yun-Fei Niu Shuo Zhang Wansu Bao Heliang Huang 26 6 0 03 Aug 2022
Verifying Fairness in Quantum Machine Learning J. Guan Wang Fang Mingsheng Ying FaML 24 11 0 22 Jul 2022
Quantum Noise-Induced Reservoir Computing T. Kubota Yudai Suzuki Shumpei Kobayashi Quoc Hoan Tran Naoki Yamamoto Kohei Nakajima 25 4 0 16 Jul 2022
Quantum Circuit Compiler for a Shuttling-Based Trapped-Ion Quantum Computer Fabian Kreppel C. Melzer Diego Olvera Millán Janis Wagner J. Hilder U. Poschinger F. Schmidt-Kaler A. Brinkmann 11 22 0 05 Jul 2022
Variational Quantum Approximate Support Vector Machine with Inference Transfer Siheon Park D. Park J. Rhee 24 26 0 29 Jun 2022
Quantum Approximation of Normalized Schatten Norms and Applications to Learning Yiyou Chen Hideyuki Miyahara Louis-S. Bouchard V. Roychowdhury 13 2 0 23 Jun 2022
Bayesian Learning of Parameterised Quantum Circuits Samuel Duffield Marcello Benedetti Matthias Rosenkranz 19 11 0 15 Jun 2022
Theoretical Error Performance Analysis for Variational Quantum Circuit Based Functional Regression Jun Qi Chao-Han Huck Yang Pin-Yu Chen Min-hsiu Hsieh 28 50 0 08 Jun 2022
Recent Advances for Quantum Neural Networks in Generative Learning Jinkai Tian Xiaoyun Sun Yuxuan Du Shanshan Zhao Qing Liu ... Xingyao Wu Min-hsiu Hsieh Tongliang Liu Wen-Bin Yang Dacheng Tao AI4CE 26 81 0 07 Jun 2022
Running the Dual-PQC GAN on noisy simulators and real quantum hardware Su Yeon Chang Edwin Agnew E. Combarro Michele Grossi Steven Herbert S. Vallecorsa 22 7 0 30 May 2022
Introducing Non-Linear Activations into Quantum Generative Models Kaitlin Gili Mykolas Sveistrys C. Ballance 19 10 0 28 May 2022
Estimating the randomness of quantum circuit ensembles up to 50 qubits Minzhao Liu Junyu Liu Yuri Alexeev Liang Jiang 26 8 0 19 May 2022
Power and limitations of single-qubit native quantum neural networks Zhan Yu Hong Yao Mujin Li Xin Wang 45 36 0 16 May 2022
Exploiting symmetry in variational quantum machine learning Johannes Jakob Meyer Marian Mularski Elies Gil-Fuster A. A. Mele F. Arzani Alissa Wilms Jens Eisert AAML 11 136 0 12 May 2022
Equivariant quantum circuits for learning on weighted graphs Andrea Skolik Michele Cattelan S. Yarkoni Thomas Bäck Vedran Dunjko 26 68 0 12 May 2022
Quantum Self-Attention Neural Networks for Text Classification Guangxi Li Xuanqiang Zhao Xin Wang GNN 24 50 0 11 May 2022
Hybrid quantum ResNet for car classification and its hyperparameter optimization Asel Sagingalieva Mohammad Kordzanganeh Andrii Kurkin Artem Melnikov Daniil Kuhmistrov M. Perelshtein A. Melnikov Andrea Skolik David Von Dollen 55 36 0 10 May 2022
Quantum neural network autoencoder and classifier applied to an industrial case study Stefano Mangini A. Marruzzo M. Piantanida D. Gerace D. Bajoni C. Macchiavello AI4CE 25 16 0 09 May 2022