Stefan Zohren

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

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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Time-series forecasting with deep learning: a survey B Lim, S Zohren Philosophical Transactions of the Royal Society A 379 (2194), 20200209, 2021	763	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	228	2019
Deep reinforcement learning for trading Z Zhang, S Zohren, R Stephen The Journal of Financial Data Science, 2020	185	2020
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	105	2008
Deep learning for portfolio optimization Z Zhang, S Zohren, S Roberts The Journal of Financial Data Science, 2020	97	2020
Enhancing time-series momentum strategies using deep neural networks B Lim, S Zohren, S Roberts The Journal of Financial Data Science, 2019	88	2019
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), 21, 2017	72	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	56	2008
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	54*	2016
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	50	2007
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	49	2008
Sentiment correlation in financial news networks and associated market movements X Wan, J Yang, S Marinov, JP Calliess, S Zohren, X Dong Scientific reports 11 (1), 3062, 2021	44	2021
Recurrent neural filters: Learning independent bayesian filtering steps for time series prediction B Lim, S Zohren, S Roberts 2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020	44	2020
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), 37107, 2016	40	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	40	2008
Evidence for an entropy bound from fundamentally discrete gravity D Rideout, S Zohren Classical and quantum gravity 23 (22), 6195, 2006	38	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	35	2006
An analytical analysis of CDT coupled to dimer-like matter MR Atkin, S Zohren Physics Letters B 712 (4-5), 445-450, 2012	31	2012
Estimating a probability mass function with unknown labels D Anevski, RD Gill, S Zohren	28	2017
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

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