Servane Gey

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 5

Top Topics

Multitask Learning

Gaussian Process

Top Venues

IEEE Trans. Inf. Theory

Publications

Arthur Leroy, Pierre Latouche, Benjamin Guedj, Servane Gey
Cluster-Specific Predictions with Multi-Task Gaussian Processes. J. Mach. Learn. Res. 24 (2023)
Arthur Leroy, Pierre Latouche, Benjamin Guedj, Servane Gey
MAGMA: inference and prediction using multi-task Gaussian processes with common mean. Mach. Learn. 111 (5) (2022)
Avner Bar-Hen, Servane Gey, Jean-Michel Poggi
Spatial CART classification trees. Comput. Stat. 36 (4) (2021)
Arthur Leroy, Pierre Latouche, Benjamin Guedj, Servane Gey
Cluster-Specific Predictions with Multi-Task Gaussian Processes. CoRR (2020)
Arthur Leroy, Pierre Latouche, Benjamin Guedj, Servane Gey
MAGMA: Inference and Prediction with Multi-Task Gaussian Processes. CoRR (2020)
Avner Bar-Hen, Servane Gey, Jean-Michel Poggi
Influence Measures for CART Classification Trees. J. Classif. 32 (1) (2015)
Servane Gey, Tristan Mary-Huard
Risk Bounds for Embedded Variable Selection in Classification Trees. IEEE Trans. Inf. Theory 60 (3) (2014)
Servane Gey
Risk bounds for CART classifiers under a margin condition. Pattern Recognit. 45 (9) (2012)
Servane Gey, Jean-Michel Poggi
Boosting and instability for regression trees. Comput. Stat. Data Anal. 50 (2) (2006)
Servane Gey, Elodie Nédélec
Model selection for CART regression trees. IEEE Trans. Inf. Theory 51 (2) (2005)