Block HSIC Lasso: model-free biomarker detection for ultra-high dimensional data

Héctor Climente-González (1) , Chloé-Agathe Azencott (1) , Samuel Kaski (2, 3) , Makoto Yamada (4, 5, 6)

1 CBIO - Centre de Bioinformatique
2 HIIT - Helsinki Institute for Information Technology
3 Aalto University
4 Kyoto University
5 RIKEN AIP - RIKEN Center for Advanced Intelligence Project [Tokyo]
6 PRESTO [JST

Domaines: Machine Learning [stat.ML]; Bio-informatique [q-bio.QM]

Héctor Climente-González, Chloé-Agathe Azencott, Samuel Kaski, Makoto Yamada. Block HSIC Lasso: model-free biomarker detection for ultra-high dimensional data. Bioinformatics, 2019, 35 (14), ⟨10.1093/bioinformatics/btz333⟩. ⟨hal-02072349⟩