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Paul Bilokon
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Machine learning in finance
MF Dixon, I Halperin, P Bilokon
Springer International Publishing, 2020
3052020
Machine learning in finance (Vol. 1170)
MF Dixon, I Halperin, P Bilokon
Springer International Publishing 10, 978-3, 2020
472020
Machine Learning and Big Data with kdb+/q
J Novotny, PA Bilokon, A Galiotos, F Délèze
John Wiley & Sons, 2019
112019
A domain-theoretic approach to Brownian motion and general continuous stochastic processes
P Bilokon, A Edalat
Proceedings of the Joint Meeting of the Twenty-Third EACSL Annual Conference …, 2014
92014
Applications of reinforcement learning
MF Dixon, I Halperin, P Bilokon, MF Dixon, I Halperin, P Bilokon
Machine Learning in Finance: From Theory to Practice, 347-418, 2020
72020
Feedforward Neural Networks
MF Dixon, I Halperin, P Bilokon, MF Dixon, I Halperin, P Bilokon
Machine Learning in Finance: From Theory to Practice, 111-166, 2020
72020
Numerical Solutions of Differential Equations
S Amen, P Bilokon, A Brinley-Codd, M Fofaria, T Shah
Imperial College London, 2004
72004
Transformers versus LSTMs for electronic trading
P Bilokon, Y Qiu
arXiv preprint arXiv:2309.11400, 2023
52023
Benchmarking specialized databases for high-frequency data
F Barez, P Bilokon, R Xiong
arXiv preprint arXiv:2301.12561, 2023
42023
Exploring the advantages of transformers for high-frequency trading
F Barez, P Bilokon, A Gervais, N Lisitsyn
arXiv preprint arXiv:2302.13850, 2023
32023
Machine Learning and Big Data with KDB+/Q: Q, High Frequency Financial Data and Algorithmic Trading
PA Bilokon, J Novotny
John Wiley & Sons, Incorporated, 2019
32019
Market regime classification with signatures
P Bilokon, A Jacquier, C McIndoe
arXiv preprint arXiv:2107.00066, 2021
22021
Inverse reinforcement learning and imitation learning
MF Dixon, I Halperin, P Bilokon, MF Dixon, I Halperin, P Bilokon
Machine Learning in Finance: From Theory to Practice, 419-517, 2020
22020
From Deep Filtering to Deep Econometrics
R Stok, P Bilokon
arXiv preprint arXiv:2311.06256, 2023
12023
Quasi-Monte Carlo Methods for Calculating Derivatives Sensitivities on the GPU
S Kucherenko, P Bilokon, C Williams
Wilmott 127, 2023, 2023
12023
Iterated and exponentially weighted moving principal component analysis
P Bilokon, D Finkelstein
arXiv preprint arXiv:2108.13072, 2021
12021
Identification and validation of Triamcinolone and Gallopamil as treatments for early COVID-19 via an in silico repurposing pipeline
M MacMahon, W Hwang, S Yim, E MacMahon, A Abraham, J Barton, ...
12021
Frontiers of machine learning and finance
MF Dixon, I Halperin, P Bilokon, MF Dixon, I Halperin, P Bilokon
Machine learning in finance: From theory to practice, 519-541, 2020
12020
From Deep Learning to Deep Econometrics
R Stok, P Bilokon, J Simonian
The Journal of Financial Data Science, 2024
2024
Evolution-Bootstrapped Simulation: Artificial or Human Intelligence: Which Came First?
PA Bilokon
arXiv preprint arXiv:2402.00030, 2024
2024
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