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

12 July 2022

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

13 / 13 papers shown

Title
Probabilistic Quantum SVM Training on Ising Machine Haoqi He Yan Xiao 55 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 47 0 0 01 Mar 2025
QML-IDS: Quantum Machine Learning Intrusion Detection System Diego Abreu Christian Esteve Rothenberg A. Abelém 16 4 0 07 Oct 2024
Neural auto-designer for enhanced quantum kernels Cong Lei Yuxuan Du Peng Mi Jun-chen Yu Tongliang Liu 13 5 0 20 Jan 2024
A Unified Framework for Trace-induced Quantum Kernels Beng Yee Gan Daniel Leykam Supanut Thanasilp 16 7 0 22 Nov 2023
Coreset selection can accelerate quantum machine learning models with provable generalization Yiming Huang Huiyuan Wang Yuxuan Du Xiao Yuan 43 1 0 19 Sep 2023
QKSAN: A Quantum Kernel Self-Attention Network Ren-Xin Zhao Jinjing Shi Xuelong Li 17 19 0 25 Aug 2023
Post-variational quantum neural networks Po-Wei Huang P. Rebentrost 17 3 0 20 Jul 2023
Quantum Neural Estimation of Entropies Ziv Goldfeld Dhrumil Patel Sreejith Sreekumar Mark M. Wilde 30 9 0 03 Jul 2023
A kernel-based quantum random forest for improved classification Maiyuren Srikumar C. Hill Lloyd C. L. Hollenberg 22 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 31 4 0 22 Sep 2022
Exponential concentration in quantum kernel methods Supanut Thanasilp Samson Wang M. Cerezo Zoë Holmes 11 76 0 23 Aug 2022
Compositional optimization of quantum circuits for quantum kernels of support vector machines E. Torabian R. Krems 11 10 0 25 Mar 2022