Towards interpretable quantum machine learning via single-photon quantum
walks

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Towards interpretable quantum machine learning via single-photon quantum walks

31 January 2023

Lukas J. Fiderer

Hans J. Briegel

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Papers citing "Towards interpretable quantum machine learning via single-photon quantum walks"

13 / 13 papers shown

Title
Explaining Quantum Circuits with Shapley Values: Towards Explainable Quantum Machine Learning R. Heese Thore Gerlach Sascha Mucke Sabine Muller Matthias Jakobs Nico Piatkowski 62 19 0 22 Jan 2023
Variational Quantum Algorithms M. Cerezo A. Arrasmith Ryan Babbush S. Benjamin Suguru Endo ... Jarrod R. McClean K. Mitarai Xiao Yuan L. Cincio Patrick J. Coles 103 2,533 0 16 Dec 2020
A Survey on the Explainability of Supervised Machine Learning Nadia Burkart Marco F. Huber FaML XAI 53 774 0 16 Nov 2020
A rigorous and robust quantum speed-up in supervised machine learning Yunchao Liu Srinivasan Arunachalam K. Temme 87 542 0 05 Oct 2020
Development of swarm behavior in artificial learning agents that adapt to different foraging environments Andrea López-Incera K. Ried Thomas Müller Hans J. Briegel 16 13 0 01 Apr 2020
How a minimal learning agent can infer the existence of unobserved variables in a complex environment K. Ried B. Eva Thomas Müller Hans J. Briegel 54 15 0 15 Oct 2019
Photonic architecture for reinforcement learning Fulvio Flamini A. Hamann Sofiene Jerbi Lea M. Trenkwalder Hendrik Poulsen Nautrup Hans J. Briegel 78 29 0 17 Jul 2019
Machine learning for long-distance quantum communication J. Wallnöfer A. Melnikov W. Dür Hans J. Briegel 89 87 0 24 Apr 2019
Reprogrammable Electro-Optic Nonlinear Activation Functions for Optical Neural Networks Ian A. D. Williamson Tyler W. Hughes M. Minkov Ben Bartlett Sunil Pai S. Fan 69 206 0 12 Mar 2019
Optimizing Quantum Error Correction Codes with Reinforcement Learning Hendrik Poulsen Nautrup Nicolas Delfosse Vedran Dunjko Hans J. Briegel N. Friis 65 158 0 20 Dec 2018
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 52 263 0 02 Jun 2017
Basic protocols in quantum reinforcement learning with superconducting circuits L. Lamata 51 72 0 18 Jan 2017
Projective simulation with generalization A. Melnikov A. Makmal Vedran Dunjko Hans J. Briegel 44 42 0 09 Apr 2015