Search Results for author: Jeremy Turiel

Found 4 papers, 2 papers with code

Heterogenous criticality in high frequency finance: a phase transition in flash crashes

no code implementations26 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.

Deep Reinforcement Learning for Active High Frequency Trading

1 code implementation18 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.

reinforcement-learning Reinforcement Learning (RL) +1

Deep Learning modeling of Limit Order Book: a comparative perspective

1 code implementation12 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.

Sector Neutral Portfolios: Long memory motifs persistence in market structure dynamics

no code implementations17 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.

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