CORDIS Project
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This project aims to enhance data acquisition and learning by developing a new framework that leverages low-dimensional models. It addresses the challenges posed by high-dimensional data in various applications, including automated representation learning and statistical regression, to improve efficiency and reduce res…
A critical technological challenge for emerging information systems is to acquire, analyze and learn from the ever-increasing high-dimensional data produced by natural and man-made phenomena.
Sampling, streaming, and recoding of even the most basic applications now produce a data deluge that severely stresses the available analog-to-digital converter, digital communication and storage resources, and easily swamps the back-end processing and learning systems.Surprisingly, while the ambient data d…
ECOLE POLYTECHNIQUE FEDERALE DE LAUSANNE
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