Model selection for CART regression trees. - Servane Gey; Elodie Nédélec (IEEE Trans. Inf. Theory, 2005)

Boosting and instability for regression trees. - Servane Gey; Jean-Michel Poggi (Comput. Stat. Data Anal., 2006)

Risk bounds for CART classifiers under a margin condition. - Servane Gey (Pattern Recognit., 2012)

Risk Bounds for Embedded Variable Selection in Classification Trees. - Servane Gey; Tristan Mary-Huard (IEEE Trans. Inf. Theory, 2014)

Influence Measures for CART Classification Trees. - Avner Bar-Hen; Servane Gey; Jean-Michel Poggi (J. Classif., 2015)

MAGMA: Inference and Prediction with Multi-Task Gaussian Processes. - Arthur Leroy; Pierre Latouche; Benjamin Guedj; Servane Gey (CoRR, 2020)

Spatial CART classification trees. - Avner Bar-Hen; Servane Gey; Jean-Michel Poggi (Comput. Stat., 2021)

MAGMA: inference and prediction using multi-task Gaussian processes with common mean. - Arthur Leroy; Pierre Latouche; Benjamin Guedj; Servane Gey (Mach. Learn., 2022)

Cluster-Specific Predictions with Multi-Task Gaussian Processes. - Arthur Leroy; Pierre Latouche; Benjamin Guedj; Servane Gey (J. Mach. Learn. Res., 2023)