41 citations · 56 across the 4 of their papers we have counts for
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cs.LG2024★ 15 cited
Automatic feature selection and weighting in molecular systems using Differentiable Information Imbalance
Romina Wild, Felix Wodaczek, Vittorio Del Tatto +2
Feature selection is essential in the analysis of molecular systems and many other fields, but several uncertainties remain: What is the optimal number of features for a simplified…
stat.ME2024
Maximally informative feature selection using Information Imbalance: Application to COVID-19 severity prediction
Romina Wild, Emanuela Sozio, Riccardo G. Margiotta +6
Clinical databases typically include, for each patient, many heterogeneous features, for example blood exams, the clinical history before the onset of the disease, the evolution of…