871 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Centre National de la Recherche ScientifiqueFR34 papers
- Lyon 1 UniversitéFR33 papers
- Université de LyonFR14 papers
- Institut national de recherche en sciences et technologies du numériqueFR10 papers
- École Normale Supérieure de LyonFR6 papers
- Centre Inria de l'Université Grenoble AlpesFR5 papers
- Université Grenoble AlpesFR5 papers
- Institut polytechnique de GrenobleFR4 papers
- Laboratoire de Probabilités, Statistique et ModélisationFR4 papers
- Sorbonne UniversitéFR4 papers
- Université de MontpellierFR4 papers
- Université Paris CitéFR4 papers
Showing 2020Show all
2 papers · 1 filter
stat.ME2020★ 2 cited
Uniform Deconvolution for Poisson Point Processes
Anna Bonnet, Claire Lacour, Franck Picard +1
We focus on the estimation of the intensity of a Poisson process in the presence of a uniform noise. We propose a kernel-based procedure fully calibrated in theory and practice. We…
stat.ML2020★ 23 cited
Convolutional Kernel Networks for Graph-Structured Data
Dexiong Chen, Laurent Jacob, Julien Mairal
We introduce a family of multilayer graph kernels and establish new links between graph convolutional neural networks and kernel methods. Our approach generalizes convolutional ker…