Search Results for author: Martín Sevilla

Found 2 papers, 2 papers with code

Date Published Github Stars

Estimation of partially known Gaussian graphical models with score-based structural priors

1 code implementation • 25 Jan 2024 • Martín Sevilla, Antonio García Marques, Santiago Segarra

We propose a novel algorithm for the support estimation of partially known Gaussian graphical models that incorporates prior information about the underlying graph.

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Bayesian topology inference on partially known networks from input-output pairs

1 code implementation • 12 Sep 2023 • Martín Sevilla, Santiago Segarra

We propose a sampling algorithm to perform system identification from a set of input-output graph signal pairs.

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