27 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Université de BordeauxFR6 papers
- Bordeaux Population HealthFR5 papers
- InsermFR3 papers
- Institut de Recherche VaccinaleFR3 papers
- Institut national de recherche en sciences et technologies du numériqueFR3 papers
- Centre Hospitalier Universitaire de BordeauxFR2 papers
- 3C InstituteUS1 paper
- Harvard UniversityUS1 paper
- Hôpital PellegrinFR1 paper
- Institut de Mathématiques de BordeauxFR1 paper
- Laboratoire de Mathématiques d'OrsayFR1 paper
- RAND CorporationUS1 paper
8 papers
Random survival forests with multivariate longitudinal endogenous covariates
Anthony Devaux, Catherine Helmer, Robin Genuer +1
Predicting the individual risk of a clinical event using the complete patient history is still a major challenge for personalized medicine. Among the methods developed to compute i…
Doubly-robust evaluation of high-dimensional surrogate markers
Denis Agniel, Layla Parast, Boris Hejblum
When evaluating the effectiveness of a treatment, policy, or intervention, the desired measure of effectiveness may be expensive to collect, not routinely available, or may take a…
EpidemiOptim: A Toolbox for the Optimization of Control Policies in Epidemiological Models
Cédric Colas, Boris Hejblum, Sébastien Rouillon +4
Epidemiologists model the dynamics of epidemics in order to propose control strategies based on pharmaceutical and non-pharmaceutical interventions (contact limitation, lock down,…
Robust and Efficient Optimization Using a Marquardt-Levenberg Algorithm with R Package marqLevAlg
Viviane Philipps, Boris P Hejblum, Mélanie Prague +2
Implementations in R of classical general-purpose algorithms for local optimization generally have two major limitations which cause difficulties in applications to complex problem…
Pre-training A Neural Language Model Improves The Sample Efficiency of an Emergency Room Classification Model
Binbin Xu, Cédric Gil-Jardiné, Frantz Thiessard +3
To build a French national electronic injury surveillance system based on emergency room visits, we aim to develop a coding system to classify their causes from clinical notes in f…
Fréchet random forests for metric space valued regression with non euclidean predictors
Louis Capitaine, Jérémie Bigot, Rodolphe Thiébaut +1
Random forests are a statistical learning method widely used in many areas of scientific research because of its ability to learn complex relationships between input and output var…
Comments on: "A Random Forest Guided Tour" by G. Biau and E. Scornet
Sylvain Arlot, Robin Genuer
This paper is a comment on the survey paper by Biau and Scornet (2016) about random forests. We focus on the problem of quantifying the impact of each ingredient of random forests…
Modeling CD4+ T cells dynamics in HIV-infected patients receiving repeated cycles of exogenous Interleukin 7
Ana Jarne, Daniel Commenges, Mélanie Prague +2
Combination Antiretroviral Therapy (cART) succeeds to control viral replication in most HIV infected patients. This is normally followed by a reconstitution of the CD4 T cells…