Title
VIOLET: Visual Analytics for Explainable Quantum Neural Networks Shaolun Ruan Zhiding Liang Qian-Guo Guan Paul Griffin Xiaolin Wen Yanna Lin Yong Wang 154 1 0 23 Dec 2023
Distributed Quantum Neural Networks via Partitioned Features Encoding Yoshiaki Kawase 168 10 0 21 Dec 2023
Does provable absence of barren plateaus imply classical simulability?Nature Communications (Nat. Commun.), 2023 M. Cerezo Martín Larocca Diego García-Martín N. L. Diaz Paolo Braccia ... Pablo Bermejo Aroosa Ijaz Supanut Thanasilp Eric R. Anschuetz Zoë Holmes 246 194 0 14 Dec 2023
A Novel Image Classification Framework Based on Variational Quantum AlgorithmsQuantum Information Processing (QIP), 2023 Yixiong Chen 142 8 0 13 Dec 2023
Improvement in Variational Quantum Algorithms by Measurement Simplification Jaehoon Hahm Hayeon Kim Young June Park 46 0 0 11 Dec 2023
Improving Parameter Training for VQEs by Sequential Hamiltonian AssemblyInternational Conference on Agents and Artificial Intelligence (ICAART), 2023 Jonas Stein Navid Roshani Maximilian Zorn Philipp Altmann Michael Kolle Claudia Linnhoff-Popien 129 1 0 09 Dec 2023
Advantage of Quantum Machine Learning from General Computational Advantages H. Yamasaki Natsuto Isogai M. Murao 58 7 0 05 Dec 2023
Maximising Quantum-Computing Expressive Power through Randomised CircuitsPhysical Review Research (Phys. Rev. Res.), 2023 Yingli Yang Zongkang Zhang Anbang Wang Xiaosi Xu Xiaoting Wang Ying Li 115 4 0 04 Dec 2023
Toward Automated Quantum Variational Machine Learning Omer Subasi 170 3 0 04 Dec 2023
Quantum Neural Networks under Depolarization Noise: Exploring White-Box Attacks and DefensesQuantum Machine Intelligence (QMI), 2023 David Winderl Nicola Franco J. M. Lorenz AAML 204 10 0 29 Nov 2023
Assessing the Impact of Noise on Quantum Neural Networks: An Experimental AnalysisHybrid Artificial Intelligence Systems (HAIS), 2023 Erik Terres Escudero Danel Arias Alamo Oier Mentxaka Gómez Pablo García Bringas 159 6 0 23 Nov 2023
Bridging Classical and Quantum Machine Learning: Knowledge Transfer From Classical to Quantum Neural Networks Using Knowledge Distillation Mohammad Junayed Hasan M.R.C. Mahdy 202 5 0 23 Nov 2023
Symmetry-invariant quantum machine learning force fields Isabel Nha Minh Le Oriel Kiss Julian Schuhmacher I. Tavernelli F. Tacchino AI4CE 153 14 0 19 Nov 2023
Tensor networks for interpretable and efficient quantum-inspired machine learning Shirli Ran Gang Su 174 13 0 19 Nov 2023
sQUlearn -- A Python Library for Quantum Machine Learning D. Kreplin Moritz Willmann Jan Schnabel Frederic Rapp Manuel Hagelüken M. Roth GP 173 2 0 15 Nov 2023
Variational Quantum Eigensolver with Constraints (VQEC): Solving Constrained Optimization Problems via VQE Thinh Viet Le V. Kekatos 140 6 0 14 Nov 2023
Optical Quantum Sensing for Agnostic Environments via Deep LearningPhysical Review Research (Phys. Rev. Res.), 2023 Zeqiao Zhou Yuxuan Du Xu-Fei Yin Shanshan Zhao Xinmei Tian Dacheng Tao 99 2 0 13 Nov 2023
Disentangling Quantum and Classical Contributions in Hybrid Quantum Machine Learning ArchitecturesInternational Conference on Agents and Artificial Intelligence (ICAART), 2023 Michael Kolle Jonas Maurer Philipp Altmann Leo Sünkel Jonas Stein Claudia Linnhoff-Popien 117 2 0 09 Nov 2023
Multimodal deep representation learning for quantum cross-platform verificationPhysical Review Letters (PRL), 2023 Yan Qian Yuxuan Du Zhenliang He Min-hsiu Hsieh Dacheng Tao 141 16 0 07 Nov 2023
Density Matrix Emulation of Quantum Recurrent Neural Networks for Multivariate Time Series Prediction José Daniel Viqueira Daniel Faílde M. M. Juane Andrés Gómez David Mera 189 6 0 31 Oct 2023
Quantum Long Short-Term Memory (QLSTM) vs Classical LSTM in Time Series Forecasting: A Comparative Study in Solar Power ForecastingFrontiers of Physics (Front. Phys.), 2023 Saad Zafar Khan Nazeefa Muzammil S. Ghafoor Haibat Khan Syed Mohammad Hassan Zaidi A. Aljohani Imran Aziz AI4TS 216 30 0 25 Oct 2023
Variational measurement-based quantum computation for generative modeling Arunava Majumder Marius Krumm Tina Radkohl Hendrik Poulsen Nautrup Sofiene Jerbi Hans J. Briegel 109 9 0 20 Oct 2023
A Survey on Quantum Machine Learning: Current Trends, Challenges, Opportunities, and the Road Ahead Kamila Zaman Alberto Marchisio Muhammad Abdullah Hanif Mohamed Bennai 276 46 0 16 Oct 2023
Randomized Benchmarking of Local Zeroth-Order Optimizers for Variational Quantum Systems Lucas Tecot Cho-Jui Hsieh 98 0 0 14 Oct 2023
Experimental quantum natural gradient optimization in photonicsOptics Letters (Opt. Lett.), 2023 Yizhi Wang Shichuan Xue Yaxuan Wang Jiangfang Ding Weixu Shi ... Xiang Fu Guangyao Huang Anqi Huang Mingtang Deng Junjie Wu 57 2 0 11 Oct 2023
Exponential Quantum Communication Advantage in Distributed Inference and LearningNeural Information Processing Systems (NeurIPS), 2023 H. Michaeli D. Gilboa Daniel Soudry Jarrod R. McClean FedML 164 6 0 11 Oct 2023
Quantum Shadow Gradient Descent for Quantum Learning Mohsen Heidari M. Naved Wenbo Xie Arjun Jacob Grama Wojtek Szpankowski 71 2 0 10 Oct 2023
Generative quantum machine learning via denoising diffusion probabilistic modelsPhysical Review Letters (PRL), 2023 Bing-Qi Zhang Peng Xu Xiaohui Chen Quntao Zhuang DiffM AI4CE 237 35 0 09 Oct 2023
Successive Data Injection in Conditional Quantum GAN Applied to Time Series Anomaly DetectionIET Quantum Communication (IQC), 2023 Benjamin Kalfon Soumaya Cherkaoui J. Laprade Ola Ahmad Shengrui Wang 81 7 0 08 Oct 2023
Approximately Equivariant Quantum Neural Network for $p4m$ Group Symmetries in ImagesInternational Conference on Quantum Computing and Engineering (QCE), 2023 Su Yeon Chang Michele Grossi B. L. Saux S. Vallecorsa 183 14 0 03 Oct 2023
Tensor Ring Optimized Quantum-Enhanced Tensor Neural Networks Debanjan Konar Dheeraj Peddireddy Vaneet Aggarwal B. K. Panigrahi 143 1 0 02 Oct 2023
SLIQ: Quantum Image Similarity Networks on Noisy Quantum ComputersAAAI Conference on Artificial Intelligence (AAAI), 2023 Daniel Silver Tirthak Patel Aditya Ranjan Harshitta Gandhi William Cutler Devesh Tiwari 161 8 0 26 Sep 2023
On the expressivity of embedding quantum kernels Elies Gil-Fuster Jens Eisert Vedran Dunjko 166 23 0 25 Sep 2023
Potential and limitations of random Fourier features for dequantizing quantum machine learningQuantum (Quantum), 2023 R. Sweke Erik Recio Sofiene Jerbi Elies Gil-Fuster Bryce Fuller Jens Eisert Johannes Jakob Meyer 142 24 0 20 Sep 2023
Coreset selection can accelerate quantum machine learning models with provable generalizationPhysical Review Applied (Phys. Rev. Appl.), 2023 Yiming Huang Huiyuan Wang Yuxuan Du Xiao Yuan 175 6 0 19 Sep 2023
Differentiable Quantum Architecture Search for Quantum Reinforcement LearningInternational Conference on Quantum Computing and Engineering (QCE), 2023 Yize Sun Yunpu Ma Volker Tresp 176 19 0 19 Sep 2023
All you need is spin: SU(2) equivariant variational quantum circuits based on spin networks R. D. East Guillermo Alonso-Linaje Chae-Yeun Park 100 14 0 13 Sep 2023
What can we learn from quantum convolutional neural networks?Advanced Quantum Technologies (AQT), 2023 Chukwudubem Umeano Annie E. Paine V. Elfving Oleksandr Kyriienko 141 16 0 31 Aug 2023
Sub-universal variational circuits for combinatorial optimization problems Gal Weitz Lirande Pira C. Ferrie J. Combes 70 4 0 29 Aug 2023
Application of Quantum Pre-Processing Filter for Binary Image Classification with Small Samples Farina Riaz Shahab A. Abdulla Hajime Suzuki Srinjoy Ganguly R. Deo Susan Hopkins 94 4 0 28 Aug 2023
Parallel-in-time quantum simulation via Page and Wootters quantum timePhysical Review Research (Phys. Rev. Res.), 2023 N. L. Diaz Paolo Braccia Martín Larocca J. Matera R. Rossignoli M. Cerezo 97 10 0 24 Aug 2023
ShadowNet for Data-Centric Quantum System Learning Yuxuan Du Jianlong Wu Tongliang Liu Zhouchen Lin Guohao Li Dacheng Tao 127 10 0 22 Aug 2023
On the Interpretability of Quantum Neural NetworksQuantum Machine Intelligence (QMI), 2023 Lirande Pira C. Ferrie FAtt 132 27 0 22 Aug 2023
A Conceptual Architecture for a Quantum-HPC Middleware Nishant Saurabh S. Jha André Luckow 106 36 0 12 Aug 2023
Benchmarking Adaptative Variational Quantum Algorithms on QUBO InstancesInternational Conference on Quantum Computing and Engineering (QCE), 2023 Gloria Turati Maurizio Ferrari Dacrema Paolo Cremonesi 150 4 0 03 Aug 2023
Semisupervised Anomaly Detection using Support Vector Regression with Quantum KernelInternational Conference on Quantum Computing and Engineering (QCE), 2023 Kilian Tscharke Sebastian Issel Pascal Debus 142 11 0 01 Aug 2023
DyPP: Dynamic Parameter Prediction to Accelerate Convergence of Variational Quantum Algorithms Satwik Kundu Debarshi Kundu Swaroop Ghosh 240 0 0 23 Jul 2023
Post-variational quantum neural networks Po-Wei Huang Patrick Rebentrost 186 6 0 20 Jul 2023
Computing the gradients with respect to all parameters of a quantum neural network using a single circuit Guanglei He 232 1 0 16 Jul 2023
Fast Quantum Algorithm for Attention Computation Yeqi Gao Zhao Song Xin Yang Ruizhe Zhang LRM 154 25 0 16 Jul 2023

v1v2 (latest)

Variational Quantum Algorithms

Nature Reviews Physics (Nat. Rev. Phys.), 2020

16 December 2020

Jarrod R. McClean

Papers citing "Variational Quantum Algorithms"

50 / 471 papers shown

Title
VIOLET: Visual Analytics for Explainable Quantum Neural Networks Shaolun Ruan Zhiding Liang Qian-Guo Guan Paul Griffin Xiaolin Wen Yanna Lin Yong Wang 154 1 0 23 Dec 2023
Distributed Quantum Neural Networks via Partitioned Features Encoding Yoshiaki Kawase 168 10 0 21 Dec 2023
Does provable absence of barren plateaus imply classical simulability?Nature Communications (Nat. Commun.), 2023 M. Cerezo Martín Larocca Diego García-Martín N. L. Diaz Paolo Braccia ... Pablo Bermejo Aroosa Ijaz Supanut Thanasilp Eric R. Anschuetz Zoë Holmes 246 194 0 14 Dec 2023
A Novel Image Classification Framework Based on Variational Quantum AlgorithmsQuantum Information Processing (QIP), 2023 Yixiong Chen 142 8 0 13 Dec 2023
Improvement in Variational Quantum Algorithms by Measurement Simplification Jaehoon Hahm Hayeon Kim Young June Park 46 0 0 11 Dec 2023
Improving Parameter Training for VQEs by Sequential Hamiltonian AssemblyInternational Conference on Agents and Artificial Intelligence (ICAART), 2023 Jonas Stein Navid Roshani Maximilian Zorn Philipp Altmann Michael Kolle Claudia Linnhoff-Popien 129 1 0 09 Dec 2023
Advantage of Quantum Machine Learning from General Computational Advantages H. Yamasaki Natsuto Isogai M. Murao 58 7 0 05 Dec 2023
Maximising Quantum-Computing Expressive Power through Randomised CircuitsPhysical Review Research (Phys. Rev. Res.), 2023 Yingli Yang Zongkang Zhang Anbang Wang Xiaosi Xu Xiaoting Wang Ying Li 115 4 0 04 Dec 2023
Toward Automated Quantum Variational Machine Learning Omer Subasi 170 3 0 04 Dec 2023
Quantum Neural Networks under Depolarization Noise: Exploring White-Box Attacks and DefensesQuantum Machine Intelligence (QMI), 2023 David Winderl Nicola Franco J. M. Lorenz AAML 204 10 0 29 Nov 2023
Assessing the Impact of Noise on Quantum Neural Networks: An Experimental AnalysisHybrid Artificial Intelligence Systems (HAIS), 2023 Erik Terres Escudero Danel Arias Alamo Oier Mentxaka Gómez Pablo García Bringas 159 6 0 23 Nov 2023
Bridging Classical and Quantum Machine Learning: Knowledge Transfer From Classical to Quantum Neural Networks Using Knowledge Distillation Mohammad Junayed Hasan M.R.C. Mahdy 202 5 0 23 Nov 2023
Symmetry-invariant quantum machine learning force fields Isabel Nha Minh Le Oriel Kiss Julian Schuhmacher I. Tavernelli F. Tacchino AI4CE 153 14 0 19 Nov 2023
Tensor networks for interpretable and efficient quantum-inspired machine learning Shirli Ran Gang Su 174 13 0 19 Nov 2023
sQUlearn -- A Python Library for Quantum Machine Learning D. Kreplin Moritz Willmann Jan Schnabel Frederic Rapp Manuel Hagelüken M. Roth GP 173 2 0 15 Nov 2023
Variational Quantum Eigensolver with Constraints (VQEC): Solving Constrained Optimization Problems via VQE Thinh Viet Le V. Kekatos 140 6 0 14 Nov 2023
Optical Quantum Sensing for Agnostic Environments via Deep LearningPhysical Review Research (Phys. Rev. Res.), 2023 Zeqiao Zhou Yuxuan Du Xu-Fei Yin Shanshan Zhao Xinmei Tian Dacheng Tao 99 2 0 13 Nov 2023
Disentangling Quantum and Classical Contributions in Hybrid Quantum Machine Learning ArchitecturesInternational Conference on Agents and Artificial Intelligence (ICAART), 2023 Michael Kolle Jonas Maurer Philipp Altmann Leo Sünkel Jonas Stein Claudia Linnhoff-Popien 117 2 0 09 Nov 2023
Multimodal deep representation learning for quantum cross-platform verificationPhysical Review Letters (PRL), 2023 Yan Qian Yuxuan Du Zhenliang He Min-hsiu Hsieh Dacheng Tao 141 16 0 07 Nov 2023
Density Matrix Emulation of Quantum Recurrent Neural Networks for Multivariate Time Series Prediction José Daniel Viqueira Daniel Faílde M. M. Juane Andrés Gómez David Mera 189 6 0 31 Oct 2023
Quantum Long Short-Term Memory (QLSTM) vs Classical LSTM in Time Series Forecasting: A Comparative Study in Solar Power ForecastingFrontiers of Physics (Front. Phys.), 2023 Saad Zafar Khan Nazeefa Muzammil S. Ghafoor Haibat Khan Syed Mohammad Hassan Zaidi A. Aljohani Imran Aziz AI4TS 216 30 0 25 Oct 2023
Variational measurement-based quantum computation for generative modeling Arunava Majumder Marius Krumm Tina Radkohl Hendrik Poulsen Nautrup Sofiene Jerbi Hans J. Briegel 109 9 0 20 Oct 2023
A Survey on Quantum Machine Learning: Current Trends, Challenges, Opportunities, and the Road Ahead Kamila Zaman Alberto Marchisio Muhammad Abdullah Hanif Mohamed Bennai 276 46 0 16 Oct 2023
Randomized Benchmarking of Local Zeroth-Order Optimizers for Variational Quantum Systems Lucas Tecot Cho-Jui Hsieh 98 0 0 14 Oct 2023
Experimental quantum natural gradient optimization in photonicsOptics Letters (Opt. Lett.), 2023 Yizhi Wang Shichuan Xue Yaxuan Wang Jiangfang Ding Weixu Shi ... Xiang Fu Guangyao Huang Anqi Huang Mingtang Deng Junjie Wu 57 2 0 11 Oct 2023
Exponential Quantum Communication Advantage in Distributed Inference and LearningNeural Information Processing Systems (NeurIPS), 2023 H. Michaeli D. Gilboa Daniel Soudry Jarrod R. McClean FedML 164 6 0 11 Oct 2023
Quantum Shadow Gradient Descent for Quantum Learning Mohsen Heidari M. Naved Wenbo Xie Arjun Jacob Grama Wojtek Szpankowski 71 2 0 10 Oct 2023
Generative quantum machine learning via denoising diffusion probabilistic modelsPhysical Review Letters (PRL), 2023 Bing-Qi Zhang Peng Xu Xiaohui Chen Quntao Zhuang DiffM AI4CE 237 35 0 09 Oct 2023
Successive Data Injection in Conditional Quantum GAN Applied to Time Series Anomaly DetectionIET Quantum Communication (IQC), 2023 Benjamin Kalfon Soumaya Cherkaoui J. Laprade Ola Ahmad Shengrui Wang 81 7 0 08 Oct 2023
Approximately Equivariant Quantum Neural Network for $p4m$ Group Symmetries in ImagesInternational Conference on Quantum Computing and Engineering (QCE), 2023 Su Yeon Chang Michele Grossi B. L. Saux S. Vallecorsa 183 14 0 03 Oct 2023
Tensor Ring Optimized Quantum-Enhanced Tensor Neural Networks Debanjan Konar Dheeraj Peddireddy Vaneet Aggarwal B. K. Panigrahi 143 1 0 02 Oct 2023
SLIQ: Quantum Image Similarity Networks on Noisy Quantum ComputersAAAI Conference on Artificial Intelligence (AAAI), 2023 Daniel Silver Tirthak Patel Aditya Ranjan Harshitta Gandhi William Cutler Devesh Tiwari 161 8 0 26 Sep 2023
On the expressivity of embedding quantum kernels Elies Gil-Fuster Jens Eisert Vedran Dunjko 166 23 0 25 Sep 2023
Potential and limitations of random Fourier features for dequantizing quantum machine learningQuantum (Quantum), 2023 R. Sweke Erik Recio Sofiene Jerbi Elies Gil-Fuster Bryce Fuller Jens Eisert Johannes Jakob Meyer 142 24 0 20 Sep 2023
Coreset selection can accelerate quantum machine learning models with provable generalizationPhysical Review Applied (Phys. Rev. Appl.), 2023 Yiming Huang Huiyuan Wang Yuxuan Du Xiao Yuan 175 6 0 19 Sep 2023
Differentiable Quantum Architecture Search for Quantum Reinforcement LearningInternational Conference on Quantum Computing and Engineering (QCE), 2023 Yize Sun Yunpu Ma Volker Tresp 176 19 0 19 Sep 2023
All you need is spin: SU(2) equivariant variational quantum circuits based on spin networks R. D. East Guillermo Alonso-Linaje Chae-Yeun Park 100 14 0 13 Sep 2023
What can we learn from quantum convolutional neural networks?Advanced Quantum Technologies (AQT), 2023 Chukwudubem Umeano Annie E. Paine V. Elfving Oleksandr Kyriienko 141 16 0 31 Aug 2023
Sub-universal variational circuits for combinatorial optimization problems Gal Weitz Lirande Pira C. Ferrie J. Combes 70 4 0 29 Aug 2023
Application of Quantum Pre-Processing Filter for Binary Image Classification with Small Samples Farina Riaz Shahab A. Abdulla Hajime Suzuki Srinjoy Ganguly R. Deo Susan Hopkins 94 4 0 28 Aug 2023
Parallel-in-time quantum simulation via Page and Wootters quantum timePhysical Review Research (Phys. Rev. Res.), 2023 N. L. Diaz Paolo Braccia Martín Larocca J. Matera R. Rossignoli M. Cerezo 97 10 0 24 Aug 2023
ShadowNet for Data-Centric Quantum System Learning Yuxuan Du Jianlong Wu Tongliang Liu Zhouchen Lin Guohao Li Dacheng Tao 127 10 0 22 Aug 2023
On the Interpretability of Quantum Neural NetworksQuantum Machine Intelligence (QMI), 2023 Lirande Pira C. Ferrie FAtt 132 27 0 22 Aug 2023
A Conceptual Architecture for a Quantum-HPC Middleware Nishant Saurabh S. Jha André Luckow 106 36 0 12 Aug 2023
Benchmarking Adaptative Variational Quantum Algorithms on QUBO InstancesInternational Conference on Quantum Computing and Engineering (QCE), 2023 Gloria Turati Maurizio Ferrari Dacrema Paolo Cremonesi 150 4 0 03 Aug 2023
Semisupervised Anomaly Detection using Support Vector Regression with Quantum KernelInternational Conference on Quantum Computing and Engineering (QCE), 2023 Kilian Tscharke Sebastian Issel Pascal Debus 142 11 0 01 Aug 2023
DyPP: Dynamic Parameter Prediction to Accelerate Convergence of Variational Quantum Algorithms Satwik Kundu Debarshi Kundu Swaroop Ghosh 240 0 0 23 Jul 2023
Post-variational quantum neural networks Po-Wei Huang Patrick Rebentrost 186 6 0 20 Jul 2023
Computing the gradients with respect to all parameters of a quantum neural network using a single circuit Guanglei He 232 1 0 16 Jul 2023
Fast Quantum Algorithm for Attention Computation Yeqi Gao Zhao Song Xin Yang Ruizhe Zhang LRM 154 25 0 16 Jul 2023