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Works (3)

A Splitting Criterion for CART Models Based on Bayesian Optimisation

2025 | Book chapter
DOI: 10.1007/978-3-031-78401-9_2
Contributors: Erick G.  G. de Paz; Humberto Vaquera Huerta; Francisco Javier Albores Velasco; John R. Bauer Mengelberg; Juan Manuel Romero Padilla
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Convex Partition: A Bayesian Regression Tree for Black-box Optimisation

Pattern Recognition Letters
2025-03 | Journal article
DOI: 10.1016/j.patrec.2025.03.009
Contributors: Erick G.G. de Paz; Humberto Vaquera-Huerta; Francisco Javier Albores-Velasco; John R. Bauer-Mengelberg; Juan Manuel Romero-Padilla
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A Regression Tree as Acquisition Function for Low-Dimensional Optimisation

2024 | Book chapter
DOI: 10.1007/978-3-031-62836-8_3
Contributors: Erick G. G. de Paz; Humberto Vaquera Huerta; Francisco Javier Albores Velasco; John R. Bauer Mengelberg; Juan Manuel Romero Padilla
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