Robin Genuer

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 5

Top Topics

Decision Tree Ensembles

Regression Forests

Top Venues

Commun. Stat. Simul. Comput.

Publications

Anthony Devaux, Cécile Proust-Lima, Robin Genuer
Random Forests for time-fixed and time-dependent predictors: The DynForest R package. CoRR (2023)
Anthony Devaux, Robin Genuer, Karine Pérès, Cécile Proust-Lima
Individual dynamic prediction of clinical endpoint from large dimensional longitudinal biomarker history: a landmark approach. CoRR (2021)
Marie Chavent, Robin Genuer, Jérôme Saracco
Combining clustering of variables and feature selection using random forests. Commun. Stat. Simul. Comput. 50 (2) (2021)
Louis Capitaine, Robin Genuer, Rodolphe Thiébaut
Fréchet random forests. CoRR (2019)
Robin Genuer, Jean-Michel Poggi, Christine Tuleau-Malot, Nathalie Villa-Vialaneix
Random Forests for Big Data. Big Data Res. 9 (2017)
Robin Genuer, Jean-Michel Poggi, Christine Tuleau-Malot, Nathalie Villa-Vialaneix
Random Forests for Big Data. CoRR (2015)
Robin Genuer, Jean-Michel Poggi, Christine Tuleau-Malot
VSURF: An R Package for Variable Selection Using Random Forests. R J. 7 (2) (2015)
Sylvain Arlot, Robin Genuer
Analysis of purely random forests bias. CoRR (2014)
Robin Genuer, Jean-Michel Poggi, Christine Tuleau-Malot
Variable selection using random forests. Pattern Recognit. Lett. 31 (14) (2010)