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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 econ.EMShow all

2 papers · 1 filter

econ.EM2022★ 1 cited

A Data Fusion Approach for Ride-sourcing Demand Estimation: A Discrete Choice Model with Sampling and Endogeneity Corrections

Rico Krueger, Michel Bierlaire, Prateek Bansal

Ride-sourcing services offered by companies like Uber and Didi have grown rapidly in the last decade. Understanding the demand for these services is essential for planning and mana…

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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