AI in Professional Development and Decision Making |
Sampsa Samila (IESE). You are no longer a technical specialist. Senior managers and technical specialist: two ways of working |
Enric Junqué de Fortuny (IESE). Large Language Models in Management Science |
Johannes Müller-Trede (IESE). "Silly" mistakes and our willingness to reply on people and machines for decision support. |
Enhancing Efficiency with Advanced AI Techniques and Tools |
Jesús López Fidalgo (DATAI core). Optimal transport and PLS for repairing biased data and Active learning. |
Juan Carlos Gamero (DATAI core). Simulation-based multi-objective optimization to improve performance of computational designs. |
Ángel Rubio (TECNUN): Tips on how to use sparse matrices to speed up training, reduce memory requirements, and explain them. |
Raúl Cruz Hidalgo (Science): Numerical-experimental analysis in granular fluid mechanics. |
Frontiers of Predictive Analytics and Statistical Models in AI |
Rubén Armañanzas (DATAI core): Uncertainty Assessment of Algorithmic Prediction: The Conformal Framework |
Francis Planes (TECNUN): Advanced optimization tools in decision problems |
Mabel Morales (DATAI core): Autoregressive regression model regression proposals for spatial and spatio-temporal count data |
AI Applications and Imaging |
Mikel Hernáez (CIMA): Graph neural networks (potentially generative) application to treatment selection |
Diego Borro (CEIT): AI techniques for image processing |
Saioa Arrizabalaga (CEIT): Tipology of the research in IA at CEIT. |