Stefan Zohren

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Citations	1804	1073
h-index	21	14
i10-index	37	22

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Stephen RobertsProfessor of Engineering Science (Machine Learning, Information Engineering), University of OxfordVerified email at robots.ox.ac.uk
Jan AmbjornNiels Bohr InstituteVerified email at nbi.dk
Renate LollProfessor of Theoretical Physics, Radboud UniversityVerified email at science.ru.nl
Zihao ZhangPostdoctoral Researcher, University of OxfordVerified email at robots.ox.ac.uk
Bryan LimPhD Student, University of OxfordVerified email at robots.ox.ac.uk
Nicholas ChancellorDurham universityVerified email at durham.ac.uk
Max AtkinUniversité Catholique de Louvain: UCLVerified email at physik.uni-bielefeld.de
Samuel KesslerUniversity of OxfordVerified email at robots.ox.ac.uk
Dominic HorsmanOxford Tencent Senior Research Fellow, University of OxfordVerified email at cs.ox.ac.uk
Xiaowen DongUniversity of Oxford, Massachusetts Institute of TechnologyVerified email at robots.ox.ac.uk
Richard D. GillProfessor of Mathematical Statistics, Leiden UniversityVerified email at math.leidenuniv.nl
Anatoly YambartsevProfessor, Probability and Statistics, University of São PauloVerified email at ime.usp.br
Joschka RoffeFreie Universität BerlinVerified email at fu-berlin.de
Paul WarburtonUCLVerified email at ucl.ac.uk
Georgios GiasemidisUniversity of ReadingVerified email at reading.ac.uk
Michael A OsborneProfessor of Machine Learning, University of OxfordVerified email at robots.ox.ac.uk
Binxin RuDPhil Student, University of OxfordVerified email at robots.ox.ac.uk
Jan CalliessOxford UniversityVerified email at robots.ox.ac.uk
Aleks KissingerAssociate Professor, University of OxfordVerified email at cs.ox.ac.uk
David RideoutUniversity of California, San DiegoVerified email at math.ucsd.edu

Stefan Zohren

University of Oxford

Verified email at eng.ox.ac.uk - Homepage

Machine Learning Finance Time Series Quantum Technologies Mathematical Physics


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Measurement of the transverse momentum distribution of Z/γ⁎ bosons in proton–proton collisions at s= 7 TeV with the ATLAS detector G Aad, B Abbott, J Abdallah, AA Abdelalim, A Abdesselam, B Abi, ... Physics Letters B 705 (5), 415-434, 2011	241	2011
Time-series forecasting with deep learning: a survey B Lim, S Zohren Philosophical Transactions of the Royal Society A 379 (2194), 20200209, 2021	227	2021
Deeplob: Deep convolutional neural networks for limit order books Z Zhang, S Zohren, S Roberts IEEE Transactions on Signal Processing 67 (11), 3001-3012, 2019	114	2019
Maximal violation of the Collins-Gisin-Linden-Massar-Popescu inequality for infinite dimensional states S Zohren, RD Gill Physical review letters 100 (12), 120406, 2008	97	2008
Deep reinforcement learning for trading Z Zhang, S Zohren, S Roberts The Journal of Financial Data Science 2 (2), 25-40, 2020	84	2020
A matrix model for 2D quantum gravity defined by causal dynamical triangulations J Ambjørn, R Loll, Y Watabiki, W Westra, S Zohren Physics Letters B 665 (4), 252-256, 2008	63	2008
Circuit design for multi-body interactions in superconducting quantum annealing systems with applications to a scalable architecture N Chancellor, S Zohren, PA Warburton npj Quantum Information 3 (1), 1-7, 2017	62	2017
A string field theory based on causal dynamical triangulations J Ambjørn, R Loll, Y Watabiki, W Westra, S Zohren Journal of High Energy Physics 2008 (05), 032, 2008	61	2008
Putting a cap on causality violations in causal dynamical triangulations J Ambjørn, R Loll, W Westra, S Zohren Journal of High Energy Physics 2007 (12), 017, 2007	57	2007
Enhancing time-series momentum strategies using deep neural networks B Lim, S Zohren, S Roberts The Journal of Financial Data Science 1 (4), 19-38, 2019	49	2019
Graphical structures for design and verification of quantum error correction N Chancellor, A Kissinger, J Roffe, S Zohren, D Horsman arXiv preprint arXiv:1611.08012, 2016	48*	2016
A new continuum limit of matrix models J Ambjørn, R Loll, Y Watabiki, W Westra, S Zohren Physics Letters B 670 (3), 224-230, 2008	39	2008
Deep learning for portfolio optimization Z Zhang, S Zohren, S Roberts The Journal of Financial Data Science 2 (4), 8-20, 2020	38	2020
Evidence for an entropy bound from fundamentally discrete gravity D Rideout, S Zohren Classical and quantum gravity 23 (22), 6195, 2006	36	2006
The emergence of background geometry from quantum fluctuations J Ambjørn, R Janik, W Westra, S Zohren Physics Letters B 641 (1), 94-98, 2006	34	2006
A direct mapping of Max k-SAT and high order parity checks to a chimera graph N Chancellor, S Zohren, PA Warburton, SC Benjamin, S Roberts Scientific reports 6 (1), 1-9, 2016	29	2016
An analytical analysis of CDT coupled to dimer-like matter MR Atkin, S Zohren Physics Letters B 712 (4-5), 445-450, 2012	28	2012
Stochastic quantization and the role of time in quantum gravity J Ambjørn, R Loll, W Westra, S Zohren Physics Letters B 680 (4), 359-364, 2009	28	2009
Multigraph models for causal quantum gravity and scale dependent spectral dimension G Giasemidis, JF Wheater, S Zohren Journal of Physics A: Mathematical and Theoretical 45 (35), 355001, 2012	26	2012
Estimating a probability mass function with unknown labels D Anevski, RD Gill, S Zohren The Annals of Statistics 45 (6), 2708-2735, 2017	25	2017

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