Quantum principal component analysis

Lloyd, Seth, Mohseni, Masoud, Rebentrost, Patrick·2014·Nature Physics

Cited by (1,001)

Items 901–1,000 of 1,001

  1. A quantum algorithm for Toeplitz matrix-vector multiplication
    Shang Gao, Yu-Guang 宇光 Yang 杨 · 2023 · Chinese Physics B
  2. New quantum algorithm for visual tracking
    Shang Gao, Yu‐Guang Yang · 2023 · Physica A Statistical Mechanics and its Applications
  3. Quantum Algorithm for Anomaly Detection of Sequences
    Mingchao Guo, Hai-Ling Liu, Shi‐Jie Pan, Wenmin Li, Fei Gao, Xinyi Huang, Su‐Juan Qin, Qiaoyan Wen · 2023 · Advanced Quantum Technologies
  4. EKSPLORASI KAPASITAS PENGKODEAN AMPLITUDO UNTUK MODEL QUANTUM MACHINE LEARNING
    Rabiatul Adawiyah, Munifah Munifah · 2023 · Informatika Jurnal Teknik Informatika dan Multimedia
  5. Quantum Advantage Applied – Research on Probability of Success
    Bartosz Szczesny, Wiesława Gryncewicz · 2023 · International Conference on Advanced Computer Information Technologies (ACIT)
  6. Quantum Machine Learning
    Ivan B. Djordjević · 2021 · Elsevier eBooks
  7. Big Data Quantum Support Vector Clustering.
    Arit Kumar Bishwas, Ashish Mani, Vasile Palade · 2018 · arXiv (Cornell University)
  8. Adversarial training of quantum Born machine
    Haozhen Situ, Zhimin He, Lvzhou Li, Shenggen Zheng · 2018 · arXiv (Cornell University)
  9. A quantum algorithm for solving systems of nonlinear algebraic equations
    Qian, Peng, Huang, Wei-Cong, Gui‐Lu Long · 2019 · arXiv (Cornell University)
  10. Bayesian machine learning for Boltzmann machine in quantum-enhanced feature spaces
    Yusen Wu, Chao‐Hua Yu, Su‐Juan Qin, Qiaoyan Wen, Fei Gao · 2019 · arXiv (Cornell University)
  11. Quantum Go Machine
    Lu‐Feng Qiao, Jun Gao, Zhi‐Qiang Jiao, Zhe-Yong Zhang, Zhu Cao, Ruo-Jing Ren, Chao-Ni Zhang, Cheng-Qiu Hu, Xiao-Yun Xu, Hao Long Tang et al. · 2020
  12. Towards Verification of Dynamic Quantum Circuits.
    Lukas Burgholzer, Robert Wille · 2021 · arXiv (Cornell University)
  13. Quantum Meets the Minimum Circuit Size Problem
    Nai-Hui Chia, Chi-Ning Chou, Jiayu Zhang, Ruizhe Zhang · 2021 · arXiv (Cornell University)
  14. Quantum Technologies for the Metaverse: Opportunities and Challenges
    Mahdi M. Chehimi, Walid Saad · 2023 · Wiley eBooks
  15. Quantum Computing for Climate Change Detection, Climate Modeling, and Climate Digital Twin
    Soronzonbold Otgonbaatar, Olli Nurmi, Mikael P. Johansson, Jarmo Mäkelä, tadeusz kocman, Piotr Gawron, Zbigniew Puchała, Jakub Mielzcarek, Artur Miroszewski, Corneliu Octavian Dumitru · 2023
  16. Benchmarking of Quantum SVM and Classical ML Algorithms for Prediction of Therapeutic Proteins
    P. Tijare, Naman Kumar Mehta, G. Raghava · 2025 · bioRxiv
  17. Decoherence and quantum threats in voice biometric authentication with post-quantum countermeasures
    Shyam R. Sihare · 2025 · Quantum Information Processing
  18. Almost fault-tolerant quantum machine learning with drastic overhead reduction
    Haiyue Kang, Younghun Kim, Eromanga Adermann, Martin E. Sevior, Muhammad Usman · 2025 · Quantum Science and Technology
  19. QMoE: A Quantum Mixture of Experts Framework for Scalable Quantum Neural Networks
    Hoang Quan Nguyen, Xuan-Bac Nguyen, Sankalp Pandey, Samee U. Khan, Ilya Safro, Ky Luu · 2025 · IEEE International Conference on Quantum Computing and Engineering (QCE)
  20. QU-Net: Quantum-Enhanced U-Net for Self Supervised Embedding and Classification of Skin Cancer Images
    Khidhr Halab, Nabil Marzoug, Othmane El Meslouhi, Zouhair Elamrani Abou Elassad, Moulay A. Akhloufi · 2025 · Big Data and Cognitive Computing
  21. Hybrid Ensemble and Quantum Machine Learning Framework for River Water Quality Prediction and Classification
    Amine Zeguendry, Zahi Jarir, Mohamed Quafafou · 2026 · Water Resources Management
  22. Advancing Healthcare Using Quantum Computing and Federated Learning: Challenges and Future Perspectives
    Shilpa Ankalaki, Geetabai S Hukkeri, Shaleen Bhatnagar · 2026 · Archives of Computational Methods in Engineering
  23. Compressed representation of quantum states via orthogonal polynomials for flow field analysis
    Y D Fang, Cheng Xue, Taiping Sun, X X Xu, Chuangchao Ye, Tengyang Ma, Huanyu Liu, Yuchun Wu, Zhaoyun Chen, Guo G · 2026 · Acta Mechanica Sinica
  24. Exploring the Synergy of Quantum-Classical Integration in Machine Learning Algorithms
    Vedhashree L V, Anushree G, Usha K C, Rekha Suresha, R Jeevitha, Aryan Kathyanian · 2026 · International Conference on Smart Futuristic Technology (SMARTTECH)
  25. Variational Quantum Computation Integer Factorization Algorithm
    Xinglan Zhang, Feng Zhang · 2023 · International Journal of Theoretical Physics
  26. Random projection using random quantum circuits
    Keerthi Kumaran, Manas Sajjan, Sangchul Oh, Sabre Kais · 2024 · Physical Review Research
  27. Variational quantum recurrent neural networks for multi-feature forecasting
    Rui Huang, Haibo Yi, Pak Hon Li · 2024 · International Journal of Quantum Information
  28. Exploring the Role of Material Science in Advancing Quantum Machine Learning: A Scientometric Study
    Manish Tomar, Sunil Prajapat, Dheeraj Kumar, Pankaj Kumar, Rajesh Kumar, Athanasios V. Vasilakos · 2025 · Mathematics
  29. A Comparison of Traditional Natural Language Processing Methods for Emotion Recognition Using Quantum Computing
    Srirajarajeswari Thota, Sandeep Kumar Dash · 2025 · International Conference on Machine Learning and Autonomous Systems (ICMLAS)
  30. Extreme Weather Forecasting Using Quantum-Enhanced LSTM Network
    Ying‐Yi Hong, Daryll John Medina, Yun-Yuan Wang · 2025 · IEEE Industry Applications Society Annual Meeting (IAS)
  31. Auxiliary-Free Replica Shadows: Efficient Estimation of Multiple Nonlinear Quantum Properties
    Q. Y. Liu, Zihao Li, Xiao Yuan, Huangjun Zhu, You Zhou · 2026 · Physical Review Letters
  32. Advancement of Quantum Methods in Principal Component Analysis
    Barkha Soni, Nilay Khare · 2021 · International Conference on Computing, Communication and Networking Technologies (ICCCNT)
  33. A parallel quantum eigensolver for quantum machine learning
    Fan Yang, Dafa Zhao, Chao Wei, Xinyu Chen, Shijie Wei, Hefeng Wang, Gui‐Lu Long, Tao Xin · 2023 · New Journal of Physics
  34. Denoising quantum mixed states using quantum autoencoders
    Ming‐Ming Wang · 2024 · Quantum Information Processing
  35. Verification and Validation of Quantum Software
    Daniel Fortunato, Luis Jiménez-Navajas, José Campos, Rui Abreu · 2024 · Springer eBooks
  36. Quantum Machine Learning: Leveraging Quantum Computing for Enhanced Learning Algorithms
    Sonia Rani, Ravinder Kaur -, Chitra G. Desai, R. P. Ambilwade · 2024 · International Journal For Multidisciplinary Research
  37. Power Law Amplitude Estimation for Option Pricing with NISQ Devices
    Ge Lin, Zhengming Guo, Tingting Song · 2024 · Advanced Quantum Technologies
  38. Quantum Classical Algorithm for the Study of Phase Transitions in the Hubbard Model via Dynamical Mean-Field Theory
    Anshumitra Baul, Herbert F. Fotso, Hanna Terletska, Ka-Ming Tam, Juana Moreno · 2025 · Quantum Reports
  39. Lower Bounds for Unitary Property Testing with Proofs and Advice
    Jordi R. Weggemans · 2025 · Quantum
  40. MarQSim: Reconciling Determinism and Randomness in Compiler Optimization for Quantum Simulation
    Xiuqi Cao, Junyu Zhou, Yuhao Liu, Yunong Shi, Gushu Li · 2025 · Proceedings of the ACM on Programming Languages
  41. Resource-efficient algorithm for estimating the trace of quantum state powers
    Myeongjin Shin, Junseo Lee, Seungwoo Lee, Kabgyun Jeong · 2025 · Quantum
  42. Application of Quantum Gradient Descent as a Learning Algorithm for Factorization Machines
    Narges Alavi Samani, Hossein Aghababa · 2018 · Hellenic Conference on Artificial Intelligence
  43. Quantum speedup for pool-based active learning
    Zhimin He, Lvzhou Li, Shenggen Zheng, Xiangfu Zou, Haozhen Situ · 2019 · Quantum Information Processing
  44. Order statistics and random matrix theory of multicarrier continuous‐variable quantum key distribution
    László Gyöngyösi · 2020 · International Journal of Communication Systems
  45. Headway in Quantum Domain for Machine Learning Towards Improved Artificial Intelligence
    Jaganath Prasad Mohanty, Ayaskanta Swain, Kamalakanta Mahapatra · 2019 · IEEE International Symposium on Smart Electronic Systems (iSES)
  46. Quantum annealing for semi-supervised learning
    Yu-Lin Zheng, Wen Zhang, Cheng Zhou, Wei Geng · 2021 · Chinese Physics B
  47. Recent advances of quantum neural networks on the near term quantum processor
    Yanxuan Lü, Qing Zhong Gao, Jinhu Lü, Yu Pan, Daoyi Dong · 2021 · Scientia Sinica Technologica
  48. Machine learning assisted quantum adiabatic algorithm design
    Jian Hui Lin, Meng Ye, Jiawei Zhu, Xiaopeng Li · 2021 · Acta Physica Sinica
  49. Fault-Tolerant Quantum Machine Learning
    Maria Schuld, Francesco Petruccione · 2021 · Quantum science and technology
  50. Quantum phase estimation based algorithms for machine learning
    Oumayma Ouedrhiri, Oumayma Banouar, Salah El Hadaj, Said Raghay · 2021 · International Informatics and Software Engineering Conference (IISEC)
  51. Stable Many-Body Resonances in Open Quantum Systems
    Rubén Peña, Thi Ha Kyaw, Guillermo Romero · 2022 · Symmetry
  52. Variational quantum semi-supervised classifier based on label propagation
    Yan-Yan Hou, Jian Li, Xiu‐Bo Chen, Chong‐Qiang Ye · 2023 · Chinese Physics B
  53. Quantum Neural Networks: Bridging Quantum Computing and Machine Learning
    Reji Kurien Thomas · 2023 · Asian Journal of Research in Computer Science
  54. Constant-time quantum algorithm for homology detection in closed curves
    Nhat Anh Nghiem Vu, Xianfeng David Gu, Tzu-Chieh Wei · 2023 · SciPost Physics
  55. Quantum canonical correlation analysis algorithm
    Chuandong Song, Jian Li, Yanyan Hou, Qinghui Liu, Zhuo Wang · 2023 · Laser Physics Letters
  56. Statistical Online Learning in Recurrent and Feedforward Quantum Neural Networks
    Sergei Zuev · 2023 · Doklady Mathematics
  57. Efficient quantum state estimation with low-rank matrix completion
    Shehbaz Tariq, Ahmad Farooq, Junaid ur Rehman, Trung Q. Duong, Hyundong Shin · 2024 · EPJ Quantum Technology
  58. Principal Component Analysis of quantum correlation
    Renzo Mosetti · 2016 · The European Physical Journal Plus
  59. Hybrid reconstruction of quantum density matrix: when low-rank meets sparsity
    Kezhi Li, Zheng Kai, Jingbei Yang, Shuang Cong, Xiaomei Liu, Zhaokai Li · 2017 · Quantum Information Processing
  60. Time-reversal of an unknown quantum state
    A. V. Lebedev, V. M. Vinokur · 2020 · Communications Physics
  61. Quantum machine learning
    Junyong Lee, Shiho Kim · 2025 · Advances in computers
  62. Fast and scalable classical machine-learning algorithm with similar performance to quantum circuit learning
    Naoko Koide‐Majima, Kei Majima · 2021 · Physical Review A
  63. Pairwise classification using quantum support vector machine with Kronecker kernel
    Taisei Nohara, Satoshi Oyama, Itsuki Noda · 2022 · Quantum Machine Intelligence
  64. Generalization Performance of Quantum Metric Learning Classifiers
    Jonathan Kim, Stefan Bekiranov · 2022 · Biomolecules
  65. Quantum classifiers for domain adaptation
    Xi He, Feiyu Du, Mingyuan Xue, Xiaogang Du, Tao Lei, A. K. Nandi · 2023 · Quantum Information Processing
  66. M-band Wavelet Kernels for Classical and Quantum SVM
    Runlang Ma, Tong Liu, Shangyi Li, Xiaodi Wang · 2018 · International Conference on Safety Produce Informatization (IICSPI)
  67. Recent Progress in Quantum Machine Learning
    Amandeep Singh Bhatia, Renata Wong · 2021 · Advances in information security, privacy, and ethics book series
  68. Distributed quantum computation for near-term quantum environments
    László Gyöngyösi, Sándor Imre · 2021
  69. Quantum Machine Learning Classifier
    Avery M. Leider, Gio Abou Jaoude, Abigail Strobel, Pauline Mosley · 2022 · Lecture notes in networks and systems
  70. Quantum Conditional Random Field
    Yusen Wu, Chao‐Hua Yu, Bin‐Bin Cai, Su‐Juan Qin, Fei Gao, Qiaoyan Wen · 2019 · arXiv (Cornell University)
  71. Quantum algorithm for finding the negative curvature direction in non-convex optimization
    Kaining Zhang, Min-Hsiu Hsieh, Liu Liu, Dacheng Tao · 2019 · arXiv (Cornell University)
  72. Quantum tensor singular value decomposition with applications to recommendation systems
    Xiaoqiang Wang, Lejia Gu, Joseph H. W. Lee, Guofeng Zhang · 2019 · arXiv (Cornell University)
  73. State preparation based on quantum phase estimation
    Jian Zhao, Yu-Chun Wu, Guang‐Can Guo, Guo‐Ping Guo · 2019 · arXiv (Cornell University)
  74. Quantum Simulation of Galton Machines Using Mid-Circuit Measurement and Reuse
    Arthur G. Rattew, Yue Sun, Pierre Minssen, Marco Pistoia · 2020 · arXiv (Cornell University)
  75. Do Robots powered by a Quantum Processor have the Freedom to swerve?
    Hartmut Neven, P. L. Read, Tobias Rees · 2021 · arXiv (Cornell University)
  76. A Cutting-plane Method for Semidefinite Programming with Potential Applications on Noisy Quantum Devices
    Jakub Mareček, Albert Akhriev · 2021 · arXiv (Cornell University)
  77. Entanglement as a complexity measure for quantum state preparation.
    Israel F. Araujo, Carsten Blank, Adenilton José da Silva · 2021 · arXiv (Cornell University)
  78. Quantum algorithms for unsupervised machine learning and neural networks
    Jonas Landman · 2021 · theses.fr (ABES)
  79. Quadratic Speed‐ups in Quantum Kernelized Binary Classification
    Jungyun Lee, Daniel K. Park · 2024 · Advanced Quantum Technologies
  80. Optimal qubit mapping search for encoding classical data into matrix product state representation with minimal loss
    Hyeongjun Jeon, Kyungmin Lee, Dongkyu Lee, Bongsang Kim, Taehyun Kim · 2024 · Physics Letters A
  81. Conceptual Problems in Quantum Squeezing
    Bogdan Mielnik, Jesús Fuentes · 2024 · Trends in mathematics
  82. Quantum Network-Driven AI Models for Predictive Healthcare
    Chetan Jagannath Shelke, Kahtan A. Mohammed, V. Revathi, T. Pravalika, Alok K. Jain, Joshuva Arockia Dhanraj · 2024 · Advances in computational intelligence and robotics book series
  83. Quantum Generative Adversarial Network Enhancement Method Based on Quantum Principal Component Analysis
    QuanGong Ma, Chaolong Hao, Nianwen Si, Dan Qu · 2024 · IEEE International Conference on Computer and Communications (ICCC)
  84. Publicly verifiable quantum homomorphic encryption based on quantum remote control
    Xinglan Zhang, Yunxin Xi · 2025 · Quantum Information Processing
  85. Hybrid quantum‐classical convolutional models for image‐based infrastructure inspection and assessment
    Yujun Niu, Chaofeng Wang · 2025 · Computer-Aided Civil and Infrastructure Engineering
  86. Data Obfuscation for Privacy-Preserving Machine Learning Using Quantum Symmetry Properties
    Sebastian Raubitzek, Alexander Schatten, Sebastian Schrittwieser, Kevin Mallinger · 2025 · Big Data and Cognitive Computing
  87. Efficient Quantum Emulation of Unknown Unitaries
    Iman Marvian, Seth Lloyd · 2025 · PRX Quantum
  88. Quantum Voice‐Based Cyber‐Attacks: Threats, Vulnerabilities, and Post‐Quantum Mitigation Strategies
    Shyam R. Sihare · 2025 · Security and Privacy
  89. A Novel Quantum Convolution Neural Network for Image Classification Applications
    Venkatachalapathy Madhavanna Venkatappa, Venkateshappa · 2025 · Engineering Technology & Applied Science Research
  90. Conditional Constant Function Problem and Its Quantum Solutions: Attacking Feistel Ciphers
    Zhenqiang Li, Shuqin Fan, Fei Gao, Yonglin Hao, Xi-Chao Hu, Lin‐Chun Wan, Hong-Wei Sun, Qi Su · 2025 · IEEE Internet of Things Journal
  91. GBS-Assisted Quantum Unsupervised Machine Learning on a Universal Programmable Integrated Quantum Chip
    Huihui Zhu, Wei Luo, Rudai Yan, Chao Ren, Jia Yu Guo, Zichao Zhao, Haoran Ma, Tian Chen, Feng Gao, L. C. Kwek et al. · 2025 · Research
  92. Resource-efficient Hadamard test tailored variational framework for nonlinear dynamics on quantum computers
    Eleftherios Mastorakis, Muhammad Umer, Milena Guevara-Bertsch, Juris Ulmanis, Felix Rohde, Dimitris G. Angelakis · 2026 · Quantum Science and Technology
  93. Quantum convolution image processing by quantum wavelet transform for extraction of features
    Shyam R. Sihare · 2025 · Quantum Machine Intelligence
  94. Addressing ecological challenges from a quantum computing perspective
    Maxime Clenet, Maxime Dion, F. Guillaume Blanchet · 2026 · Methods in Ecology and Evolution
  95. Quo Vadis, Quantum Machine Learning?: Quantum kernel methods meet Earth observation
    Artur Miroszewski, Jakub Nalepa, Agata M. Wijata, Jakub Mielczarek A B, Bertrand Le Saux, Alessandro Sebastianelli · 2026 · IEEE Geoscience and Remote Sensing Magazine
  96. A review on quantum Fourier transform
    Tomás Barros, Pablo Álvarez, Bárbara Vidal, Mauricio Solar · 2026 · Quantum Information Processing
  97. A Technical Review of Quantum Computing Use Cases for Finance and Economics
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  98. From membership-privacy leakage to quantum machine unlearning
    Junjian Su, Runze He, Guanghui Li, Su‐Juan Qin, Zhimin He, Haozhen Situ, Fei Gao · 2026 · Physical Review Applied
  99. Refined criteria for quantum random-access memory error suppression via an efficient large-scale simulator
    Yun-Jie Wang, Tai‐Ping Sun, Xi‐Ning Zhuang, Xiao‐Fan Xu, Huanyu Liu, Cheng Xue, Yu-Chun Wu, Zhao‐Yun Chen, Guo‐Ping Guo · 2026 · Physical Review Applied
  100. A Review of Quantum Computing Systems and Software
    Jian-Wei Yin, Zi-Rong Chen, Shun Peng, Hao-Chen Luo, Chen-Ning Tao, Si-Wei Tan, Li-Qiang Lu · 2026 · Journal of Computer Science and Technology