CORDIS Project
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This project seeks to improve machine learning by integrating problem-specific structures into the learning process, moving beyond traditional feature extraction. It aims to enhance applications in computer vision and audio processing through advanced optimization techniques.
Machine learning is now a core part of many research domains, where the abundance of data has forced researchers to rely on automated information processing.
In practice, today, machine learning techniques are applied in two stages: practitioners first build a large set of features; then, off-the-shelf algorithms are used to solve the appropriate prediction tasks, such as classification or regression.
While this has led to significant advances in many domains, I believe that the potential of mac…
INSTITUT NATIONAL DE RECHERCHE EN INFORMATIQUE ET AUTOMATIQUE
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