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Feature selection for kernel methods in systems biology.
Brouard C, Mariette J, Flamary R, Vialaneix N. Brouard C, et al. Among authors: flamary r. NAR Genom Bioinform. 2022 Mar 7;4(1):lqac014. doi: 10.1093/nargab/lqac014. eCollection 2022 Mar. NAR Genom Bioinform. 2022. PMID: 35265835 Free PMC article.
Wasserstein Adversarial Regularization for Learning With Label Noise.
Fatras K, Damodaran BB, Lobry S, Flamary R, Tuia D, Courty N. Fatras K, et al. Among authors: flamary r. IEEE Trans Pattern Anal Mach Intell. 2022 Oct;44(10):7296-7306. doi: 10.1109/TPAMI.2021.3094662. Epub 2022 Sep 14. IEEE Trans Pattern Anal Mach Intell. 2022. PMID: 34232864
Optimal Transport for Domain Adaptation.
Courty N, Flamary R, Tuia D, Rakotomamonjy A. Courty N, et al. Among authors: flamary r. IEEE Trans Pattern Anal Mach Intell. 2017 Sep;39(9):1853-1865. doi: 10.1109/TPAMI.2016.2615921. Epub 2016 Oct 7. IEEE Trans Pattern Anal Mach Intell. 2017. PMID: 27723579
DC Proximal Newton for Nonconvex Optimization Problems.
Rakotomamonjy A, Flamary R, Gasso G. Rakotomamonjy A, et al. Among authors: flamary r. IEEE Trans Neural Netw Learn Syst. 2016 Mar;27(3):636-47. doi: 10.1109/TNNLS.2015.2418224. Epub 2015 Apr 21. IEEE Trans Neural Netw Learn Syst. 2016. PMID: 25910256