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researcher

J. Roche

1 paper hereh-index 16 citations2 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author1

Across the 1 of 1 paper where every author was matched, so the position is known.

fields
  • cs.LG1
same name
  • J. Roche — 31 papers, h 39
  • J. Roche — 14 papers
  • J. Roche — 2 papers, h 16

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

most citedImproving the Robustness of Trading Strategy Backtesting with Boltzmann Machines and Generative Adversarial Networks

1 citations · 1 across the 1 of their papers we have counts for

collaborators

1 paper

cs.LG2020★ 1 cited

Improving the Robustness of Trading Strategy Backtesting with Boltzmann Machines and Generative Adversarial Networks

Edmond Lezmi, Jules Roche, Thierry Roncalli +1

This article explores the use of machine learning models to build a market generator. The underlying idea is to simulate artificial multi-dimensional financial time series, whose s…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.