Alejandro Murua
RetourPublications
Cahiers du GERAD
avr. 2020
G-2020-23-EIW05
Statistical learning with the determinantal point process
Statistical learning with the determinantal point process
Serge Vincente et Alejandro Murua
The determinantal point process (DPP) provides a promising and attractive alternative to simple random sampling in cluster analysis or classification, for th...
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avr. 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 et 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...
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déc. 2023
Serge Vicente et Alejandro Murua
Advances in Data Analysis and Classification, 17(4), 829–858, 2023
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nov. 2023
Danae Martinez-Vargas et Alejandro Murua
Computational Statistics & Data Analysis, 187, No article: 107816, 2023
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sept. 2022
Alejandro Murua et Fernando Andrés Quintana
Bayesian Analysis, 17(3), 969–995, 2022
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sept. 2021
Mouloud Belbahri, Alejandro Murua, Olivier Gandouet et Vahid Partovi Nia
Annals of Applied Statistics, 15(3), 1247–1272, 2021
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Actes de conférence
avr. 2022
Roxana Ivette Arana Ovalle, Lisa Dillon, Francisco Zamudio et Alejandro Murua
PAA 2022 Annual Meeting, Atlanta, Georgia, 2022
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