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DATAI-IESE Workshop (May 6th, 2024)

Aplicaciones anidadas

Aplicaciones anidadas

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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

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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.

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Enhancing Efficiency with Advanced AI Techniques and Tools

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 (Science): Numerical-experimental analysis in granular fluid mechanics.

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Frontiers of Predictive Analytics and Statistical Models in AI

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 regression proposals for spatial and spatio-temporal count data

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AI Applications and Imaging

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.

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