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MAILLARD Guillaume

Main Referenced Co-authors
Arlot, Sylvain (1)
BARAUD, Yannick  (1)
HALCONRUY, Hélène  (1)
Lerasle, Matthieu (1)
Main Referenced Keywords
Model selection (2); Aggregation (1); aggregation (1); bagging (1); Cross-validation (1);
Main Referenced Unit & Research Centers
Université Paris-Sud, University of Luxembourg (1)
Main Referenced Disciplines
Mathematics (4)

Publications (total 4)

The most downloaded
198 downloads
BARAUD, Y., HALCONRUY, H., & MAILLARD, G. (2022). Robust density estimation with the L1-loss. Applications to the estimation of a density on the line satisfying a shape constraint. ORBilu-University of Luxembourg. https://orbilu.uni.lu/handle/10993/51513. https://hdl.handle.net/10993/51513

The most cited

10 citations (Scopus®)

MAILLARD, G., Arlot, S., & Lerasle, M. (January 2021). Aggregated hold-out. Journal of Machine Learning Research, 22. https://hdl.handle.net/10993/47480

MAILLARD, G. (2022). A model-based approach to density estimation in sup-norm. (1). ORBilu-University of Luxembourg. https://orbilu.uni.lu/handle/10993/52576.

MAILLARD, G. (2022). Aggregated hold-out for sparse linear regression with a robust loss function. Electronic Journal of Statistics, 16 (1), 935-997. doi:10.1214/21-EJS1952
Peer Reviewed verified by ORBi

BARAUD, Y., HALCONRUY, H., & MAILLARD, G. (2022). Robust density estimation with the L1-loss. Applications to the estimation of a density on the line satisfying a shape constraint. ORBilu-University of Luxembourg. https://orbilu.uni.lu/handle/10993/51513.

MAILLARD, G., Arlot, S., & Lerasle, M. (January 2021). Aggregated hold-out. Journal of Machine Learning Research, 22.
Peer Reviewed verified by ORBi

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