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Virginie Lurkin

4 papers hereh-index 14699 citations57 works total

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

author position
  • middle author2
  • last author2

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • math.OC3
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20182022
most citedEstimation of discrete choice models with hybrid stochastic adaptive batch size algorithms

15 citations · 15 across the 3 of their papers we have counts for

collaborators

4 papers

math.OC2022

Fighting Pickpocketing using a Choice-based Resource Allocation Model

Loe Schlicher, Virginie Lurkin

Inspired by European actions to fight organised crimes, we develop a choice-based resource allocation model that can help policy makers to reduce the number of pickpocket attempts.…

math.OC2021

Stable allocations for choice-based collaborative price setting

Loe Schlicher, Virginie Lurkin

Horizontal agreements can fall within the scope of exemptions to antitrust competition if they are expected to create pro-consumer benefits. Inspired by such horizontal agreements,…

math.OC2020★ 15 cited

Estimation of discrete choice models with hybrid stochastic adaptive batch size algorithms

Gael Lederrey, Virginie Lurkin, Tim Hillel +1

The emergence of Big Data has enabled new research perspectives in the discrete choice community. While the techniques to estimate Machine Learning models on a massive amount of da…

stat.ML2018

Enhancing Discrete Choice Models with Representation Learning

Brian Sifringer, Virginie Lurkin, Alexandre Alahi

In discrete choice modeling (DCM), model misspecifications may lead to limited predictability and biased parameter estimates. In this paper, we propose a new approach for estimatin…

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