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Youssef M. Aboutaleb

3 papers hereh-index 4132 citations7 works total

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

author position
  • first author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • stat.ME2
  • cs.LG1

identity via Semantic Scholar / OpenAlex

most citedLearning Structure in Nested Logit Models

4 citations · 7 across the 2 of their papers we have counts for

collaborators
Showing stat.MEShow all

2 papers · 1 filter

stat.ME2020★ 4 cited

Learning Structure in Nested Logit Models

Youssef M. Aboutaleb, Moshe Ben-Akiva, Patrick Jaillet

This paper introduces a new data-driven methodology for nested logit structure discovery. Nested logit models allow the modeling of positive correlations between the error terms of…

stat.ME2020

Sparse Covariance Estimation in Logit Mixture Models

Youssef M Aboutaleb, Mazen Danaf, Yifei Xie +1

This paper introduces a new data-driven methodology for estimating sparse covariance matrices of the random coefficients in logit mixture models. Researchers typically specify cova…

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