CORDIS Project
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This project focuses on developing a new approach to parsimonious modeling in data representation, moving away from traditional iterative optimization methods. It aims to enhance performance in applications like signal processing and computer vision by creating fixed-complexity functions that can be learned from real d…
Parsimony, manifested as variously structured sparse and low rank representations of data, has been shown as a tremendously successful model in numerous domains of science, including signal and image processing, computer vision, and machine learning problems.
Despite this success, parsimonious representation pursuit approaches practiced today face serious limitations stemming from their reliance on iterative optimization.
In this project, we propose to develop a novel approach to parsimonious mo…
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Israel, Tel Aviv
Type: University / higher education
Activity type: Higher or Secondary Education Establishments
SME: No
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