FERNÁNDEZ-LORÍA, Carlos Assistant Professor
Regular biography
Carlos Fernández-Lória is an Assistant Professor in the Business Department at The Hong Kong University of Science and Technology. His research interests are not specified in the available information. He is affiliated with the university's Business department and holds the title of Assistant Professor. His profile page can be accessed at https://isom.hkust.edu.hk/faculty-and-staff/directory/imcarlos.
Scholar-generated biography
Carlos Fernández-Loría is a researcher in Data Science with a focus on causal inference and explainable AI. His work explores the intersection of machine learning and decision-making, particularly in the context of data-driven systems. He investigates methods for treatment assignment, causal effect estimation, and counterfactual explanations to improve transparency and fairness in automated decisions. His research also addresses the challenges of using observational and experimental data for large-scale decision-making, emphasizing the importance of causal reasoning in predictive models. Fernández-Loría's contributions span both theoretical and applied domains, including applications in ride-sharing platforms and payment compliance.