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