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
Dec 2023
Serge Vicente and Alejandro Murua
Advances in Data Analysis and Classification, 17(4), 829–858, 2023
BibTeX reference
Nov 2023
Danae Martinez-Vargas and Alejandro Murua
Computational Statistics & Data Analysis, 187, Paper no: 107816, 2023
BibTeX reference
Sep 2022
Alejandro Murua and Fernando Andrés Quintana
Bayesian Analysis, 17(3), 969–995, 2022
BibTeX reference
Sep 2021
Mouloud Belbahri, Alejandro Murua, Olivier Gandouet, and Vahid Partovi Nia
Annals of Applied Statistics, 15(3), 1247–1272, 2021
BibTeX reference
Proceedings
Apr 2022
Roxana Ivette Arana Ovalle, Lisa Dillon, Francisco Zamudio, and Alejandro Murua
PAA 2022 Annual Meeting, Atlanta, Georgia, 2022
BibTeX reference