A quantum active learning algorithm for sampling against adversarial
attacks

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A quantum active learning algorithm for sampling against adversarial attacks

6 December 2019

Pablo Antonio Moreno Casares

M. Martin-Delgado

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Papers citing "A quantum active learning algorithm for sampling against adversarial attacks"

16 / 16 papers shown

Title
Quantum Adversarial Machine Learning Sirui Lu L. Duan D. Deng AAML 68 102 0 31 Dec 2019
Adversarial Robustness through Local Linearization Chongli Qin James Martens Sven Gowal Dilip Krishnan Krishnamurthy Dvijotham Alhussein Fawzi Soham De Robert Stanforth Pushmeet Kohli AAML 67 308 0 04 Jul 2019
Quantum-inspired sublinear classical algorithms for solving low-rank linear systems Nai-Hui Chia Han-Hsuan Lin Cong Wang 83 52 0 12 Nov 2018
On the Geometry of Adversarial Examples Marc Khoury Dylan Hadfield-Menell AAML 59 79 0 01 Nov 2018
A quantum-inspired classical algorithm for recommendation systems Ewin Tang VLM 62 370 0 10 Jul 2018
Bayesian Deep Learning on a Quantum Computer Zhikuan Zhao Alejandro Pozas-Kerstjens Patrick Rebentrost P. Wittek UQCV BDL 47 72 0 29 Jun 2018
Adversarially Robust Generalization Requires More Data Ludwig Schmidt Shibani Santurkar Dimitris Tsipras Kunal Talwar Aleksander Madry OOD AAML 143 790 0 30 Apr 2018
Certified Defenses against Adversarial Examples Aditi Raghunathan Jacob Steinhardt Percy Liang AAML 111 968 0 29 Jan 2018
Provable defenses against adversarial examples via the convex outer adversarial polytope Eric Wong J. Zico Kolter AAML 125 1,503 0 02 Nov 2017
Certifying Some Distributional Robustness with Principled Adversarial Training Aman Sinha Hongseok Namkoong Riccardo Volpi John C. Duchi OOD 125 863 0 29 Oct 2017
$Machine learning \& artificial intelligence in the quantum domain$ Machine learning \& artificial intelligence in the quantum domain Vedran Dunjko Hans J. Briegel 55 345 0 08 Sep 2017
Active learning machine learns to create new quantum experiments A. Melnikov Hendrik Poulsen Nautrup Mario Krenn Vedran Dunjko M. Tiersch A. Zeilinger Hans J. Briegel 49 263 0 02 Jun 2017
Quantum Machine Learning Jacob Biamonte P. Wittek Nicola Pancotti Patrick Rebentrost N. Wiebe S. Lloyd 57 2,019 0 28 Nov 2016
Explaining and Harnessing Adversarial Examples Ian Goodfellow Jonathon Shlens Christian Szegedy AAML GAN 277 19,066 0 20 Dec 2014
Intriguing properties of neural networks Christian Szegedy Wojciech Zaremba Ilya Sutskever Joan Bruna D. Erhan Ian Goodfellow Rob Fergus AAML 275 14,927 1 21 Dec 2013
Quantum support vector machine for big data classification Patrick Rebentrost Masoud Mohseni S. Lloyd 87 602 0 01 Jul 2013