Stefan Zohren

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Stephen RobertsProfessor of Engineering Science (Machine Learning, Information Engineering), University of OxfordDirección de correo verificada de robots.ox.ac.uk
Bryan LimPhD Student, University of OxfordDirección de correo verificada de robots.ox.ac.uk
Jan AmbjornNiels Bohr InstituteDirección de correo verificada de nbi.dk
Zihao ZhangPostdoctoral Researcher, University of OxfordDirección de correo verificada de robots.ox.ac.uk
Xiaowen DongUniversity of OxfordDirección de correo verificada de robots.ox.ac.uk
Nicholas ChancellorDurham universityDirección de correo verificada de durham.ac.uk
Samuel KesslerUniversity of OxfordDirección de correo verificada de robots.ox.ac.uk
Diego GranziolDphil student, Oxford UniversityDirección de correo verificada de robots.ox.ac.uk
Max AtkinUniversité Catholique de Louvain: UCLDirección de correo verificada de physik.uni-bielefeld.de
Jan-Peter CalliessOxford UniversityDirección de correo verificada de robots.ox.ac.uk
Richard D. GillEmeritus professor of Mathematical Statistics, Leiden UniversityDirección de correo verificada de math.leidenuniv.nl
Paul WarburtonUCLDirección de correo verificada de ucl.ac.uk
Qingsong Wen (文青松)Head of AI & Chief Scientist @ Squirrel AIDirección de correo verificada de gatech.edu
Yaxuan KongUniversity of OxfordDirección de correo verificada de eng.ox.ac.uk
Joschka RoffeUniversity of EdinburghDirección de correo verificada de ed.ac.uk
Dominic HorsmanSenior Research Fellow, University of OxfordDirección de correo verificada de cs.ox.ac.uk
Peer NagyDPhil Student at Oxford Man Institute of Quantitative Finance, University of OxfordDirección de correo verificada de eng.ox.ac.uk
Anatoly YambartsevProfessor, Probability and Statistics, University of São PauloDirección de correo verificada de ime.usp.br
Michael A OsborneProfessor of Machine Learning, University of OxfordDirección de correo verificada de robots.ox.ac.uk
Aleks KissingerAssociate Professor, University of OxfordDirección de correo verificada de cs.ox.ac.uk

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Stefan Zohren

University of Oxford

Dirección de correo verificada de eng.ox.ac.uk - Página principal

Machine Learning Finance Time Series Quantum Technologies Mathematical Physics


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
Time-series forecasting with deep learning: a survey B Lim, S Zohren Philosophical Transactions of the Royal Society A 379 (2194), 20200209, 2021	1608	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	319	2019
Deep reinforcement learning for trading Z Zhang, S Zohren, S Roberts arXiv preprint arXiv:1911.10107, 2019	281	2019
Deep learning for portfolio optimization Z Zhang, S Zohren, S Roberts arXiv preprint arXiv:2005.13665, 2020	180	2020
Enhancing time series momentum strategies using deep neural networks B Lim, S Zohren, S Roberts arXiv preprint arXiv:1904.04912, 2019	116	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	114	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), 21, 2017	81	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), 3062, 2021	77	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	72	2020
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	69	2008
Graphical structures for design and verification of quantum error correction N Chancellor, A Kissinger, S Zohren, J Roffe, D Horsman Quantum science and technology 8 (4), 045028, 2023	68*	2023
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	67	2008
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	65	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	63	2007
Learning rates as a function of batch size: A random matrix theory approach to neural network training D Granziol, S Zohren, S Roberts Journal of Machine Learning Research 23 (173), 1-65, 2022	52	2022
Same state, different task: Continual reinforcement learning without interference S Kessler, J Parker-Holder, P Ball, S Zohren, SJ Roberts Proceedings of the AAAI Conference on Artificial Intelligence 36 (7), 7143-7151, 2022	48	2022
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	40	2006
Hierarchical indian buffet neural networks for bayesian continual learning S Kessler, V Nguyen, S Zohren, SJ Roberts Uncertainty in artificial intelligence, 749-759, 2021	37*	2021
The emergence of background geometry from quantum fluctuations J Ambjørn, R Janik, W Westra, S Zohren Physics Letters B 641 (1), 94-98, 2006	37	2006

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