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• W2101459783 abstract "In this paper, we propose a novel formulation of the network clique detection problem by introducing a general network data representation framework. We show connections between our formulation with a new algebraic tool, namely Radon basis pursuit in homogeneous spaces. Such a connection allows us to identify rigorous recovery conditions for clique detection problems. Practical approximation algorithms are also developed for solving empirical problems and their usefulness is demonstrated on real-world datasets. Our work connects two seemingly different areas: network data analysis and compressed sensing, which helps to bridge the gap between the research of network data and the classical theory of statistical learning and signal processing." @default.
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• W2101459783 date "2012-01-01" @default.
• W2101459783 modified "2023-10-15" @default.
• W2101459783 title "Detecting Network Cliques with Radon Basis Pursuit" @default.
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