CORDIS Project
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This project explores the mathematical foundations of generative modeling algorithms in artificial intelligence. By analyzing their properties, it aims to improve efficiency, reliability, and interpretability while addressing challenges related to data quality and computational resources.
Generative modeling, the automatic generation of examples such as texts, images, music, and molecules that are similar to those in a given dataset, is a central task in artificial intelligence.
Mathematically, this task is framed as the problem of sampling from an unknown distribution, which is accessible only through a limited set of examples drawn from it.
The size and quality of this set can vary greatly depending on the application.
The algorithms that have propelled generative modeling to f…
GENES GPE ECOLES NAT ECONOMIE STATISTIQU
GROUPE DES ECOLES NATIONALES D ECONOMIE ET STATISTIQUE
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