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

v1v2 (latest)

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

12 July 2022

ArXiv (abs)PDF HTML

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

14 / 14 papers shown

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 43 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