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Agathe Guilloux

20 papers hereh-index 161.2k citations55 works total

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

author position
  • first author2
  • middle author7
  • last author11

Across the 20 of 20 papers where every author was matched, so the position is known.

fields
  • stat.ML9
  • math.ST6
  • stat.AP2
  • stat.ME2
  • cs.AI1

identity via Semantic Scholar / OpenAlex

activity
20082025
most citedBinarsity: a penalization for one-hot encoded features in linear supervised learning

6 citations · 27 across the 19 of their papers we have counts for

collaborators
Showing stat.MEShow all

2 papers · 1 filter

stat.ME2023

An efficient joint model for high dimensional longitudinal and survival data via generic association features

Van Tuan Nguyen, Adeline Fermanian, Agathe Guilloux +4

This paper introduces a prognostic method called FLASH that addresses the problem of joint modelling of longitudinal data and censored durations when a large number of both longitu…

stat.ME2022

Debiasing the estimate of treatment effect on the treated with time-varying counfounders

Camille Nevoret, Sandrine Katsahian, Agathe Guilloux

With the increased availability of large health databases comes the opportunity of evaluating treatment effect on new data sources.Through these databases time-dependent outcomes c…

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