Universal expressiveness of variational quantum classifiers and quantum
kernels for support vector machines

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Universal expressiveness of variational quantum classifiers and quantum kernels for support vector machines

12 July 2022

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Papers citing "Universal expressiveness of variational quantum classifiers and quantum kernels for support vector machines"

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Title
Probabilistic Quantum SVM Training on Ising Machine Haoqi He Yan Xiao 87 0 0 20 Mar 2025
QDCNN: Quantum Deep Learning for Enhancing Safety and Reliability in Autonomous Transportation Systems Ashtakala Meghanath Subham Das Bikash K.Behera Muhammad Attique Khan Saif Al-Kuwari Ahmed Farouk 80 0 0 01 Mar 2025
Quantum Kernel-Based Long Short-term Memory Yu-Chao Hsu Tai-Yu Li Kuan-Cheng Chen VLM 131 9 0 20 Nov 2024
QML-IDS: Quantum Machine Learning Intrusion Detection System Diego Abreu Christian Esteve Rothenberg A. Abelém 41 5 0 07 Oct 2024
Neural auto-designer for enhanced quantum kernels Cong Lei Yuxuan Du Peng Mi Jun-chen Yu Tongliang Liu 57 5 0 20 Jan 2024
A Unified Framework for Trace-induced Quantum Kernels Beng Yee Gan Daniel Leykam Supanut Thanasilp 53 9 0 22 Nov 2023
Coreset selection can accelerate quantum machine learning models with provable generalization Yiming Huang Huiyuan Wang Yuxuan Du Xiao Yuan 96 3 0 19 Sep 2023
QKSAN: A Quantum Kernel Self-Attention Network Ren-Xin Zhao Jinjing Shi Xuelong Li 96 24 0 25 Aug 2023
Post-variational quantum neural networks Po-Wei Huang Patrick Rebentrost 60 4 0 20 Jul 2023
Quantum Neural Estimation of Entropies Ziv Goldfeld Dhrumil Patel Sreejith Sreekumar Mark M. Wilde 82 9 0 03 Jul 2023
A kernel-based quantum random forest for improved classification Maiyuren Srikumar C. Hill Lloyd C. L. Hollenberg 75 13 0 05 Oct 2022
Automatic and effective discovery of quantum kernels Massimiliano Incudini Daniele Lizzio Bosco F. Martini Michele Grossi Giuseppe Serra Alessandra Di Pierro 66 6 0 22 Sep 2022
Exponential concentration in quantum kernel methods Supanut Thanasilp Samson Wang M. Cerezo Zoë Holmes 89 90 0 23 Aug 2022
Compositional optimization of quantum circuits for quantum kernels of support vector machines E. Torabian R. Krems 50 10 0 25 Mar 2022