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researcher

M. Bierlaire

8 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 author5
  • last author3

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • stat.ML3
  • cs.LG2
  • econ.EM1
  • math.OC1
  • stat.ME1

identity via Semantic Scholar / OpenAlex

activity
20192022
most citedDATGAN: Integrating expert knowledge into deep learning for synthetic tabular data

16 citations · 33 across the 6 of their papers we have counts for

collaborators
Showing stat.MEShow all

1 paper · 1 filter

stat.ME2019

Variational Bayesian Inference for Mixed Logit Models with Unobserved Inter- and Intra-Individual Heterogeneity

Rico Krueger, Prateek Bansal, Michel Bierlaire +2

Variational Bayes (VB), a method originating from machine learning, enables fast and scalable estimation of complex probabilistic models. Thus far, applications of VB in discrete c…

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