no code implementations • 26 Oct 2021 • Jeremy Turiel, Tomaso Aste
Flash crashes in financial markets have become increasingly important attracting attention from financial regulators, market makers as well as from the media and the broader audience.
1 code implementation • 18 Jan 2021 • Antonio Briola, Jeremy Turiel, Riccardo Marcaccioli, Alvaro Cauderan, Tomaso Aste
The training is performed on three contiguous months of high frequency Limit Order Book data, of which the last month constitutes the validation data.
1 code implementation • 12 Jul 2020 • Antonio Briola, Jeremy Turiel, Tomaso Aste
The present work addresses theoretical and practical questions in the domain of Deep Learning for High Frequency Trading.
no code implementations • 17 Oct 2019 • Jeremy Turiel, Tomaso Aste
We observe long-memory processes in these structures in the form of power law decays in the number of persistent motifs.