Vedran Dunjko

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Hans J BriegelProfessor of Theoretical Physics, University of InnsbruckVerified email at uibk.ac.at
Erika AnderssonInstitute of Photonics and Quantum Sciences, Heriot-Watt University, Edinburgh, UKVerified email at hw.ac.uk
Jacob TaylorJoint Center for Quantum Information and Computer Science; Joint Quantum Institute; NISTVerified email at umd.edu
Elham KashefiCNRS (LIP6) and University of Edinburgh (Informatics)Verified email at inf.ed.ac.uk
Nicolai FriisInstitute of Atomic and Subatomic Physics (Atominstitut), TU WienVerified email at tuwien.ac.at
Petros WalldenThe University of EdinburghVerified email at ed.ac.uk
Gerald BullerHeriot-Watt UniversityVerified email at hw.ac.uk
John JeffersProfessor, University of StrathclydeVerified email at strath.ac.uk
Robert John CollinsLeonardoVerified email at leonardocompany.com
Hendrik Poulsen NautrupUniversität InnsbruckVerified email at uibk.ac.at
Wolfgang DürAssociate Professor of Theoretical Physics, University of InnsbruckVerified email at uibk.ac.at
Thomas BäckProfessor of Computer Science, Leiden University; Chief Scientist, NORCE Research Centre, NorwayVerified email at liacs.leidenuniv.nl
Joseph FitzsimonsHorizon Quantum ComputingVerified email at horizonquantum.com
Philip WaltherProfessor of Physics, University of ViennaVerified email at univie.ac.at
Anton ZeilingerUniversity of ViennaVerified email at univie.ac.at
Anthony LeverrierInriaVerified email at inria.fr
Tomoyuki MorimaeAssociate Professor, Yukawa Institute for Theoretical Physics, Kyoto UniversityVerified email at yukawa.kyoto-u.ac.jp
Renato RennerProfessor for Theoretical Physics, ETH ZurichVerified email at ethz.ch
Peter WittekUniversity of TorontoVerified email at peterwittek.com
Justus PiaterProfessor of Computer Science, University of Innsbruck, AustriaVerified email at uibk.ac.at

Vedran Dunjko

Leiden University

Verified email at liacs.leidenuniv.nl

Quantum computing AI


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Machine learning & artificial intelligence in the quantum domain: a review of recent progress V Dunjko, HJ Briegel Reports on Progress in Physics 81 (7), 074001, 2018	705	2018
Quantum-enhanced machine learning V Dunjko, JM Taylor, HJ Briegel Physical review letters 117 (13), 130501, 2016	355	2016
Active learning machine learns to create new quantum experiments AA Melnikov, H Poulsen Nautrup, M Krenn, V Dunjko, M Tiersch, ... Proceedings of the National Academy of Sciences 115 (6), 1221-1226, 2018	280	2018
Tensorflow quantum: A software framework for quantum machine learning M Broughton, G Verdon, T McCourt, AJ Martinez, JH Yoo, SV Isakov, ... arXiv preprint arXiv:2003.02989, 2020	277	2020
Quantum speedup for active learning agents GD Paparo, V Dunjko, A Makmal, MA Martin-Delgado, HJ Briegel Physical Review X 4 (3), 031002, 2014	223	2014
Quantum digital signatures without quantum memory V Dunjko, P Wallden, E Andersson Physical review letters 112 (4), 040502, 2014	182	2014
Quantum digital signatures without quantum memory V Dunjko, P Wallden, E Andersson Physical review letters 112 (4), 040502, 2014	182	2014
Experimental demonstration of quantum digital signatures using phase-encoded coherent states of light PJ Clarke, RJ Collins, V Dunjko, E Andersson, J Jeffers, GS Buller Nature communications 3 (1), 1174, 2012	142	2012
Optimizing quantum error correction codes with reinforcement learning HP Nautrup, N Delfosse, V Dunjko, HJ Briegel, N Friis Quantum 3, 215, 2019	120	2019
Quantum digital signatures with quantum-key-distribution components P Wallden, V Dunjko, A Kent, E Andersson Physical Review A 91 (4), 042304, 2015	114	2015
Blind quantum computing with weak coherent pulses V Dunjko, E Kashefi, A Leverrier Physical review letters 108 (20), 200502, 2012	108	2012
Experimental quantum speed-up in reinforcement learning agents V Saggio, BE Asenbeck, A Hamann, T Strömberg, P Schiansky, V Dunjko, ... Nature 591 (7849), 229-233, 2021	99	2021
Composable security of delegated quantum computation V Dunjko, JF Fitzsimons, C Portmann, R Renner Advances in Cryptology–ASIACRYPT 2014: 20th International Conference on the …, 2014	91	2014
Experimental demonstration of kilometer-range quantum digital signatures RJ Donaldson, RJ Collins, K Kleczkowska, R Amiri, P Wallden, V Dunjko, ... Physical Review A 93 (1), 012329, 2016	87	2016
Parametrized quantum policies for reinforcement learning S Jerbi, C Gyurik, S Marshall, H Briegel, V Dunjko Advances in Neural Information Processing Systems 34, 28362-28375, 2021	69*	2021
Implementing quantum control for unknown subroutines N Friis, V Dunjko, W Dür, HJ Briegel Physical Review A 89 (3), 030303, 2014	66	2014
A non-review of quantum machine learning: trends and explorations V Dunjko, P Wittek Quantum Views 4, 32, 2020	63	2020
Quantum agents in the gym: a variational quantum algorithm for deep q-learning A Skolik, S Jerbi, V Dunjko Quantum 6, 720, 2022	59	2022
Ground state blind quantum computation on AKLT state T Morimae, V Dunjko, E Kashefi Quantum information & computation 15 (3-4), 200-234, 2015	59*	2015
Long-range big quantum-data transmission M Zwerger, A Pirker, V Dunjko, HJ Briegel, W Dür Physical review letters 120 (3), 030503, 2018	54	2018

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