Alejandro Murua
BackPublications
Cahiers du GERAD
Apr 2020
G-2020-23-EIW05
Statistical learning with the determinantal point process
Statistical learning with the determinantal point process
Serge Vincente and Alejandro Murua
The determinantal point process (DPP) provides a promising and attractive alternative to simple random sampling in cluster analysis or classification, for th...
BibTeX reference
Apr 2020
G-2020-23-EIW03
Shallow Structured Potts Neural Network Regression (S-SPNNR)
Shallow Structured Potts Neural Network Regression (S-SPNNR)
Karl-Augustt Alahassa Nonvikan and Alejandro Murua
We introduce a novel ensemble learning approach which combines random partitions models through Potts clustering with a non-parametric predictor such as sha...
BibTeX referenceArticles
Sep 2021
Mouloud Belbahri, Alejandro Murua, Olivier Gandouet, and Vahid Partovi Nia
Annals of Applied Statistics, 15(3), 1247–1272, 2021
BibTeX reference
Aug 2021