Picture of myself

Vincent Schellekens
PhD student

FNRS logo UCLouvain logo ICTEAM logo UCLouvain logo

Pending publications

  • When compressive learning fails: blame the decoder or the sketch?
    Vincent Schellekens, Laurent Jacques
    Submitted to the iTWIST'20 workshop.
  • Compressive Learning with Privacy Guarantees
    Antoine Chatalic, Vincent Schellekens, Florimond Houssiau, Yves-Alexandre de Montjoye, Laurent Jacques, Rémi Gribonval
    Submitted to: Information and Inference: A Journal of the IMA.

Journal papers

  • Quantized Compressive K-Means
    pdf icon

    Vincent Schellekens, Laurent Jacques
    In: IEEE Signal Processing Letters, Vol. 25, no. 8, p. 1211-1215, 2018.
    (More)

Conference/workshop papers

  • Taking the edge off quantization: projected back projection in dithered compressive sensing
    Chunlei Xu, Vincent Schellekens, Laurent Jacques
    In: 2018 IEEE Statistical Signal Processing Workshop (SSP), 2018.
    (More)
  • Compressive Classification (Machine Learning without learning)
    slides icon pdf icon

    Vincent Schellekens, Laurent Jacques
    In: proceedings of the iTWIST'18 workshop, Marseille (France), 2018.
    (More)
  • Differentially Private Compressive K-Means
    slides icon pdf icon

    Vincent Schellekens, Antoine Chatalic, Florimond Houssiau, Yves-Alexandre de Montjoye, Laurent Jacques, Rémi Gribonval
    Accepted at ICASSP'19, Brighton, UK.
    (More)
  • Compressive k-Means with Differential Privacy
    poster icon pdf icon

    Vincent Schellekens, Antoine Chatalic, Florimond Houssiau, Yves-Alexandre de Montjoye, Laurent Jacques, Rémi Gribonval
    Accepted at SPARS'19, Toulouse, France.
    (More)
  • Compressive Learning of Generative Networks
    github icon

    Vincent Schellekens, Laurent Jacques
    Accepted at: ESANN'20, Bruges, Belgium.
    (More)

Other oral presentations