CORDIS Project
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This project introduces a new approach to data processing that does not rely on explicit models, utilizing low-rank approximation techniques. It aims to improve computational methods applicable in various fields such as signal processing, machine learning, and control systems by developing robust optimization algorithm…
Today's state-of-the-art methods for data processing are model based.
We propose a fundamentally new approach that does not depend on an explicit model representation and can be used for model-free data processing.
From a theoretical point of view, the prime advantage of the newly proposed paradigm is conceptual unification of existing methods.
From a practical point of view, the proposed paradigm opens new possibilities for development of computational methods for data processing.The underlying…
VRIJE UNIVERSITEIT BRUSSEL
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United Kingdom, Southampton
Type: University / higher education
Activity type: Higher or Secondary Education Establishments
SME: No
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