Search Results - "Lövdal, Sofie"

FA(IR)2MA-GLVQ – A hidden-feature-bias mitigation approach for fairness in classification learning based on generalized matrix learning vector quantization.

Authors: Kaden, Marika Schubert, Ronny Voigt, Julius et al.

Source: Neurocomputing; May2026, Vol. 678, pN.PAG-N.PAG, 1p

Iterated relevance matrix analysis for improved classification and robustness in prototype-based learning schemes.

Authors: Lövdal, Sofie van den Brandhof, Elina L. Biehl, Michael

Source: Neurocomputing. Mar2026, Vol. 670, pN.PAG-N.PAG. 1p.

Subjects: Classification, Machine learning, Vector quantization, Robust statistics

Iterated Relevance Matrix Analysis (IRMA) for the identification of class-discriminative subspaces.

Authors: Lövdal, Sofie Biehl, Michael

Source: Neurocomputing. Apr2024, Vol. 577, pN.PAG-N.PAG. 1p.

Subjects: Vector quantization, Multiple comparisons (Statistics), Vector analysis, Matrices (Mathematics)

Subspace corrected relevance learning with application in neuroimaging.

Authors: van Veen, Rick Tamboli, Neha Rajendra Bari Lövdal, Sofie et al.

Source: Artificial Intelligence in Medicine; Mar2024, Vol. 149, pN.PAG-N.PAG, 1p