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20222024
most citedMultimodal Interpretable Data-Driven Models for Early Prediction of Antimicrobial Multidrug Resistance Using Multivariate Time-Series

1 citations · 1 across the 9 of their papers we have counts for

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stat.ML2024

Fair GLASSO: Estimating Fair Graphical Models with Unbiased Statistical Behavior

Madeline Navarro, Samuel Rey, Andrei Buciulea +2

We propose estimating Gaussian graphical models (GGMs) that are fair with respect to sensitive nodal attributes. Many real-world models exhibit unfair discriminatory behavior due t…

stat.ML2024

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

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. In contrast to…