Título Statistical Techniques for the Integration of Probability and Non-Probability Survey Data Directoras Dra. María del Mar Rueda García y Dra. Beatriz Cobo Rodríguez Departamento Estadística e Investigación Operativa Tribunal Presidente: Dr. Juan Francisco Muñoz Rosas (Universidad de Granada) Secretario: Dr. Ramón Gutiérrez Sánchez (Universidad de Granada) Vocal: Dra. IsabelContinue Reading

Abstract: In this talk we investigate the long time dynamics of interacting particle systems subject to singular interactions. We consider a microscopic system of N interacting point particles, where the time evolution of the joint distribution fN(t) is governed by the Liouville equation. Our primary objective is to analyze theContinue Reading

This talk presents the Fairness Uncertainty-Aware Classification Tree (FUNACT), a novel in-processing framework that extends the classical CART algorithm to jointly optimize predictive accuracy and algorithmic fairness. The proposed approach explicitly accounts for the statistical uncertainty associated with fairness estimation by constructing confidence intervals for group fairness metrics, such asContinue Reading