4 papers
Colorectal cancer risk mapping through Bayesian Networks
Daniel Corrales, Alejandro Santos-Lozano, Susana López-Ortiz +2
Background and Objective: Only about 14 % of eligible EU citizens finally participate in colorectal cancer (CRC) screening programs despite it being the third most common type of c…
Personalized Pricing Decisions Through Adversarial Risk Analysis
Daniel García Rasines, Roi Naveiro, David Ríos Insua +1
Pricing decisions stand out as one of the most critical tasks a company faces, particularly in today's digital economy. As with other business decision-making problems, pricing unf…
A framework for expected capability sets
Nicolas Fayard, David Ríos Insua, Alexis Tsoukiàs
This paper addresses decision-aiding problems that involve multiple objectives and uncertain states of the world. Inspired by the capability approach, we focus on cases where a pol…
Unsupervised domain adaptation under hidden confounding
Carlos García Meixide, David Ríos Insua
We introduce a new predictive mechanism that operates in the presence of hidden confounding across distributionally diverse data sources while ensuring consistent estimation of cau…