Stefan Zohren

Cited by

	All	Since 2018
Citations	1945	1342
h-index	22	14
i10-index	41	23

600

300

150

450

2006200720082009201020112012201320142015201620172018201920202021202220235 14 48 50 41 40 74 111 63 40 48 62 56 93 156 396 592 42

Public access

View all

7 articles

0 articles

available

not available

Based on funding mandates

Co-authors

Stephen RobertsProfessor of Engineering Science (Machine Learning, Information Engineering), 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
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
Xiaowen DongUniversity of Oxford, Massachusetts Institute of TechnologyVerified email at robots.ox.ac.uk
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
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
Anatoly YambartsevProfessor, Probability and Statistics, University of São PauloVerified email at ime.usp.br
Jan CalliessOxford UniversityVerified email at robots.ox.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
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


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Time-series forecasting with deep learning: a survey B Lim, S Zohren Philosophical Transactions of the Royal Society A 379 (2194), 20200209, 2021	387	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	168	2019
Deep reinforcement learning for trading Z Zhang, S Zohren, S Roberts The Journal of Financial Data Science 2 (2), 25-40, 2020	127	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	100	2008
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	66	2008
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	64	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	59	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	57	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	57	2017
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	55*	2016
Deep learning for portfolio optimization Z Zhang, S Zohren, S Roberts The Journal of Financial Data Science 2 (4), 8-20, 2020	50	2020
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	41	2008
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	35	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), 37107, 2016	31	2016
An analytical analysis of CDT coupled to dimer-like matter MR Atkin, S Zohren Physics Letters B 712 (4-5), 445-450, 2012	29	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
Estimating a probability mass function with unknown labels D Anevski, RD Gill, S Zohren	27	2017
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), 1-12, 2021	26	2021
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

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors