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Stefan Zohren
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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
16082021
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
3192019
Deep reinforcement learning for trading
Z Zhang, S Zohren, S Roberts
arXiv preprint arXiv:1911.10107, 2019
2812019
Deep learning for portfolio optimization
Z Zhang, S Zohren, S Roberts
arXiv preprint arXiv:2005.13665, 2020
1802020
Enhancing time series momentum strategies using deep neural networks
B Lim, S Zohren, S Roberts
arXiv preprint arXiv:1904.04912, 2019
1162019
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
1142008
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
812017
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
772021
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
722020
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
692008
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
672008
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
652016
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
632007
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
522022
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
482022
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
412008
Evidence for an entropy bound from fundamentally discrete gravity
D Rideout, S Zohren
Classical and quantum gravity 23 (22), 6195, 2006
402006
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
372006
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