Publications

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Journals

  • [2012,article] bibtex Go to document
    A. Rakotomamonjy, R. Flamary, and F. Yger, "Learning with infinitely many features," Machine Learning, vol. to appear, 2012.
    @Article{rakotosubmit,
      author={Rakotomamonjy, Alain and Flamary, R{\'e}mi and Yger, Florian},
      title={Learning with infinitely many features},
      volume={to appear},
      journal={Machine Learning},
      year=2012, url={http://www.yger.fr/publications/infinitefeat.pdf}
    }
  • [2011,article] bibtex Go to document
    N. Jrad, M. Congedo, R. Phlypo, S. Rousseau, R. Flamary, F. Yger, and A. Rakotomamonjy, "Sw-SVM : sensor weighting Support Vector Machines for EEG-based Brain Computer Interfaces," Journal of Neural Engineering, vol. 8, iss. 5, 2011.
    @Article{JNEJrad2011, title = "sw-SVM : sensor weighting Support Vector Machines for EEG-based Brain Computer Interfaces", journal = "Journal of Neural Engineering", volume={8},
      number={5},
      pages={-},
      year = "2011",
      author = "Jrad, Nisrine and Congedo, Marco and Phlypo, Ronald and Rousseau, Sandra and Flamary, R{\'e}mi and Yger, Florian and Rakotomamonjy, Alain", publisher={IOP Publishing},
      url={http://www.yger.fr/publications/jne_swsvm.pdf}
    }
  • [2011,article] bibtex Go to document
    F. Yger and A. Rakotomamonjy, "Wavelet kernel learning," Pattern Recognition, vol. 44, pp. 2614-2629, 2011.
    @Article{Yger2011, title = "Wavelet kernel learning", journal = "Pattern Recognition", volume = "44", issue="10-11", year = "2011", pages="2614--2629 ",
      author = "Yger, Florian and Rakotomamonjy, Alain", url={http://www.yger.fr/publications/mainwkl.pdf}
    }

Conference and workshop publications

  • [2013,inproceedings] bibtex
    F. Yger, "A Review Of Kernels On Covariance Matrices For Bci Applications," in IEEE International Workshop on Machine Learning for Signal Processing (MLSP), 2013.
    @InProceedings{yger2013review, title={A Review Of Kernels On Covariance Matrices For Bci Applications},
      author={Yger, Florian},
      booktitle={IEEE International Workshop on Machine Learning for Signal Processing (MLSP)},
      year = 2013, pages={-},
      }
  • [2012,inproceedings] bibtex Go to document
    F. Yger, M. Berar, G. Gasso, and A. Rakotomamonjy, "Oblique principal subspace tracking on manifold," in IEEE International Conference on Acoustics Speech and Signal Processing (ICASSP), 2012.
    @InProceedings{yger2012oblique, title={Oblique principal subspace tracking on manifold},
      author={Yger, Florian and Berar, Maxime and Gasso, Gilles and Rakotomamonjy, Alain},
      booktitle={IEEE International Conference on Acoustics Speech and Signal Processing (ICASSP)},
      pages={-},
      year =2012, url={http://www.yger.fr/publications/obliqueTracking.pdf}
    }
  • [2012,inproceedings] bibtex Go to document
    F. Yger, M. Berar, G. Gasso, and A. Rakotomamonjy, "Adaptive Canonical Correlation Analysis Based on Matrix Manifold," in International Conference on Machine Learning, 2012, 2012.
    @InProceedings{yger2012canonical, title={Adaptive Canonical Correlation Analysis Based on Matrix Manifold},
      author={Yger, Florian and Berar, Maxime and Gasso, Gilles and Rakotomamonjy, Alain},
      booktitle={International Conference on Machine Learning, 2012},
      year = 2012, pages={-},
      url={http://www.yger.fr/publications/adaptiveCCA.pdf}
    }
  • [2011,inproceedings] bibtex Go to document
    F. Yger, M. Berar, G. Gasso, and A. Rakotomamonjy, "A supervised strategy for deep kernel machine," in 11th European Symposium on Artificial Neural Networks, (ESANN11), 2011.
    @InProceedings{yger2011supervised, title={A supervised strategy for deep kernel machine},
      author={Yger, Florian and Berar, Maxime and Gasso, Gilles and Rakotomamonjy, Alain},
      year={2011},
      booktitle={11th European Symposium on Artificial Neural Networks, (ESANN11)},
      url={http://www.yger.fr/publications/deepKM.pdf}
    }
  • [2011,inproceedings] bibtex Go to document
    R. Flamary, F. Yger, and A. Rakotomamonjy, "Selecting from an infinite set of features in SVM," in 11th European Symposium on Artificial Neural Networks, (ESANN11), 2011.
    @InProceedings{yger2011featSel, title={Selecting from an infinite set of features in SVM},
      author={Flamary, R{\'e}mi and Yger, Florian and Rakotomamonjy, Alain},
      year={2011},
      booktitle={11th European Symposium on Artificial Neural Networks, (ESANN11)},
      url={http://www.yger.fr/publications/selecting.pdf}
    }
  • [2010,inproceedings] bibtex Go to document
    F. Yger and A. Rakotomamonjy, "Large margin wavelet-based dictionary for signal classification," in IEEE International Conference on Acoustics Speech and Signal Processing (ICASSP), 2010, pp. 2182-2185.
    @InProceedings{yger2010large, title={Large margin wavelet-based dictionary for signal classification},
      author={Yger, Florian and Rakotomamonjy, Alain},
      booktitle={IEEE International Conference on Acoustics Speech and Signal Processing (ICASSP)},
      pages={2182--2185},
      year=2010, url={http://www.yger.fr/publications/waveletsvm.pdf}
    }

Technical reports and working manuscripts

  • [2012,techreport] bibtex
    F. Yger, M. Berar, G. Gasso, and A. Rakotomamonjy, "Kernels on covariance matrices : Application to BCI," LITIS2012.
    @TechReport{techRep, title={Kernels on covariance matrices : Application to BCI},
      author={Yger, Florian and Berar, Maxime and Gasso, Gilles and Rakotomamonjy, Alain},
      institution={LITIS},
      year={2012}
    }

Papers and articles to which I contributed

  • [2010,inproceedings] bibtex Go to document
    B. Labbé, X. Tian, and A. Rakotomamonjy, "MLSP Competition, 2010: Description of third place method." 2010.
    @inproceedings{Labbe2010MLSP,
      author = {Labb{\'e},
      B. and Tian, X. and Rakotomamonjy, A.},
      title = {{MLSP Competition, 2010: Description of third place method}},
      journal = {Machine Learning for Signal Processing},
      year = {2010},
      organization = {IEEE},
      volume={},
      pages={},
      url={http://asi.insa-rouen.fr/etudiants/~blabbe/publi/MLSPcompetition_3rdPlaceMethod.pdf}
    }

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