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Julian Gutierrez

6 papers hereh-index 441 citations11 works total

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

author position
  • sole author1
  • first author1
  • middle author2
  • last author2

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • math.OC2
  • cs.LG1
  • math.AP1
  • math.NA1
  • q-fin.PR1
same name
  • Julian Gutierrez — 20 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

activity
20222026
most citedA Variational Approach For Price Formation Models In One Dimension

1 citations · 3 across the 6 of their papers we have counts for

collaborators
Showing math.OCShow all

2 papers · 1 filter

math.OC2023

Machine Learning architectures for price formation models with common noise

Diogo Gomes, Julian Gutierrez, Mathieu Laurière

We propose a machine learning method to solve a mean-field game price formation model with common noise. This involves determining the price of a commodity traded among rational ag…

math.OC2022★ 1 cited

Machine Learning architectures for price formation models

Diogo Gomes, Julián Gutiérrez, Mathieu Laurière

Here, we study machine learning (ML) architectures to solve a mean-field games (MFGs) system arising in price formation models. We formulate a training process that relies on a min…

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