25 citations · 57 across the 12 of their papers we have counts for
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stat.ME2018★ 1 cited
Objective-Driven Ensembles: Bridging the Gap Between Interpretable Sparsity and Algorithmic Prediction
Anthony Christidis, Stefan Van Aelst, Ruben Zamar
Sparse methods (e.g., Best Subset Selection, Elastic Net) are the standard approach for obtaining interpretable models, but they can suffer from high variance and vulnerability to…
stat.ME2018★ 25 cited
Robust Inference for Seemingly Unrelated Regression Models
Kris Peremans, Stefan Van Aelst
Seemingly unrelated regression models generalize linear regression models by considering multiple regression equations that are linked by contemporaneously correlated disturbances.…