TY  - GEN 
AU  - Carrizosa, Emilio
AU  - Jiménez-Llamas, Rafael
AU  - Ramírez Cobo, Josefa
A4  - Estadística e Investigación Operativa
PY  - 2025
UR  - http://hdl.handle.net/10498/38832
AB  - Fairness in Machine Learning (ML) has recently risen in importance due to its
demand by both society and institutions, either private or public. This is due to
the discrimination or disparities that may arise as a consequence of biases in the
data...
LA  - eng
KW  - Fairness
KW  - Variational Bayes
KW  - Binary Classification
KW  - Coordinate Ascent Variational Inference
TI  - Fair Logistic Regression via Penalized Mean-Field Variational Inference
ER  -