Quantum Adversarial Learning for Kernel Methods

8 April 2024

Papers citing "Quantum Adversarial Learning for Kernel Methods"

8 / 8 papers shown

Title
Adversarial Quantum Machine Learning: An Information-Theoretic Generalization Analysis Petros Georgiou Sharu Theresa Jose Osvaldo Simeone AAML 64 5 0 31 Jan 2024
Experimental quantum adversarial learning with programmable superconducting qubits W. Ren Weikang Li Shibo Xu Ke Wang Wenjie Jiang ... Zhen Wang Jacob Biamonte Chao Song D. Deng H. Wang AAML 78 92 0 04 Apr 2022
Generalization in quantum machine learning from few training data Matthias C. Caro Hsin-Yuan Huang M. Cerezo Kunal Sharma A. Sornborger L. Cincio Patrick J. Coles 100 380 0 09 Nov 2021
Power of data in quantum machine learning Hsin-Yuan Huang Michael Broughton Masoud Mohseni Ryan Babbush Sergio Boixo Hartmut Neven Jarrod R. McClean 99 653 0 03 Nov 2020
A rigorous and robust quantum speed-up in supervised machine learning Yunchao Liu Srinivasan Arunachalam K. Temme 97 545 0 05 Oct 2020
Quantum Adversarial Machine Learning Sirui Lu L. Duan D. Deng AAML 80 102 0 31 Dec 2019
Supervised learning with quantum enhanced feature spaces Vojtěch Havlíček A. Córcoles K. Temme A. Harrow A. Kandala J. Chow J. Gambetta 84 1,833 0 30 Apr 2018
Intriguing properties of neural networks Christian Szegedy Wojciech Zaremba Ilya Sutskever Joan Bruna D. Erhan Ian Goodfellow Rob Fergus AAML 282 14,963 1 21 Dec 2013