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researcher

M. Bierlaire

12 papers hereh-index 6917.6k citations790 works total

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

author position
  • middle author7
  • last author5

Across the 12 of 12 papers where every author was matched, so the position is known.

fields
  • stat.ML3
  • cs.LG2
  • econ.EM2
  • math.OC2
  • cs.CE1
  • physics.soc-ph1

identity via Semantic Scholar / OpenAlex

activity
20142023
most citedBayesian Estimation of Mixed Multinomial Logit Models: Advances and Simulation-Based Evaluations

37 citations · 101 across the 12 of their papers we have counts for

collaborators
Showing 2020Show all

2 papers · 1 filter

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…

econ.EM2020★ 6 cited

Robust discrete choice models with t-distributed kernel errors

Rico Krueger, Michel Bierlaire, Thomas Gasos +1

Outliers in discrete choice response data may result from misclassification and misreporting of the response variable and from choice behaviour that is inconsistent with modelling…

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