Lars Kai Hansen

  1. 2013
  2. Published

    Kernel Methods for Machine Learning with Life Science Applications. / Abrahamsen, Trine Julie; Hansen, Lars Kai (Main supervisor); Winther, Ole (Supervisor).

    Kgs. Lyngby : Technical University of Denmark, 2013. 168 p. (PHD-2013; No. 299).

    Publication: ResearchPh.D. thesis – Annual report year: 2013

  3. Published

    Kernel Multivariate Analysis Framework for Supervised Subspace Learning: A Tutorial on Linear and Kernel Multivariate Methods. / Arenas-Garcia, J.; Petersen, K.; Camps-Valls, G.; Hansen, Lars Kai.

    In: I E E E - Signal Processing Magazine, Vol. 30, No. 4, 2013, p. 16-29.

    Publication: Research - peer-reviewJournal article – Annual report year: 2013

  4. Submitted

    Large-scale Machine Learning in High-dimensional Datasets. / Hansen, Toke Jansen; Hansen, Lars Kai (Main supervisor).

    Kgs. Lyngby : Technical University of Denmark, 2013. 192 p. (PHD-2013; No. 300).

    Publication: ResearchPh.D. thesis – Annual report year: 2013

  5. Published

    Learning the solution sparsity of an ill-posed linear inverse problem with the Variational Garrote. / Andersen, Michael Riis; Hansen, Sofie Therese; Hansen, Lars Kai.

    2013 IEEE International Workshop on Machine Learning for Signal Processing (MLSP). IEEE, 2013. (Machine Learning for Signal Processing).

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2013

  6. Published

    Mobile real-time EEG imaging Bayesian inference with sparse, temporally smooth source priors. / Hansen, Lars Kai; Hansen, Sofie Therese; Stahlhut, Carsten.

    2013 International Winter Workshop on Brain-Computer Interface (BCI). IEEE, 2013. p. 6-7.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2013

  7. Published

    Sparse Source EEG Imaging with the Variational Garrote. / Hansen, Sofie Therese; Stahlhut, Carsten; Hansen, Lars Kai.

    2013 International Workshop on Pattern Recognition in Neuroimaging (PRNI). IEEE, 2013. p. 106-109.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2013

  8. Published

    Spatio temporal media components for neurofeedback. / Jensen, Camilla Birgitte Falk; Petersen, Michael Kai; Larsen, Jakob Eg; Stopczynski, Arkadiusz; Stahlhut, Carsten; Ivanova, Marieta Georgieva; Andersen, Tobias; Hansen, Lars Kai.

    2013 IEEE International Conference on Multimedia and Expo Workshops (ICMEW). IEEE, 2013.

    Publication: Research - peer-reviewArticle in proceedings – Annual report year: 2013

  9. Published
  10. Published

    Variance inflation in high dimensional Support Vector Machines. / Abrahamsen, Trine Julie; Hansen, Lars Kai.

    In: Pattern Recognition Letters, Vol. 34, No. 16, 2013, p. 2173-2180.

    Publication: Research - peer-reviewJournal article – Annual report year: 2013

  11. 2012
  12. Published

    A Cross-Platform Smartphone Brain Scanner. / Larsen, Jakob Eg; Stopczynski, Arkadiusz; Stahlhut, Carsten; Petersen, Michael Kai; Hansen, Lars Kai.

    2012. Paper presented at CHI 2012 Conference , Austin, Texas, United States.

    Publication: Research - peer-reviewPaper – Annual report year: 2012

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