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)

Search in publications

The most downloaded

102 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

7 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.

https://hdl.handle.net/10993/52576

https://hdl.handle.net/10993/51513

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

https://hdl.handle.net/10993/47481

Peer Reviewed verified by ORBi

Maillard, G., Arlot, S., & Lerasle, M. (January 2021). Aggregated hold-out. Journal of Machine Learning Research, 22.

https://hdl.handle.net/10993/47480

Peer Reviewed verified by ORBi