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Publications about 'graphs'
Articles in journal or book chapters
  1. Gaëtan Frusque, Julien Jung, Pierre Borgnat, and Paulo Gonçalves. Multiplex network inference with sparse tensor decomposition for functional connectivity. IEEE Transactions on Signal and Information Processing over Networks, 2020. Note: To appear. Keyword(s): graph signal processing, graphical lasso, graphs, neurosciences. [bibtex-entry]


  2. E. Bautista, P. Abry, and P. Gonçalves. $L^{\gamma}$ -PageRank for Semi-Supervised Learning. Applied Network Science, 4(57), 2019. [WWW] [PDF] Keyword(s): MNIST, PageRank, Semi-Supervised Learning, Laplacian powers, Diffusion on graphs, Optimal tuning, Signed graphs. [bibtex-entry]


  3. B. Ricaud, P. Borgnat, N. Tremblay, P. Gonçalves, and P. Vandergheynst. Fourier could be a Data Scientist: from Graph Fourier Transform to Signal Processing on Graphs. Comptes Rendus de l'Académie des Sciences, Série A, 2019. Keyword(s): graph signal processing. [bibtex-entry]


  4. N. Tremblay, P. Gonçalves, and P. Borgnat. Design of graph filters and filterbanks. In Elsevier, editor, Cooperative and Graph Signal Processing. 2018. Keyword(s): graph signal processing, graphs,. [bibtex-entry]


  5. M. Tsitsvero, P. Borgnat, and P. Gonçalves. Analytic signal in many dimensions. 2018. Note: Submitted to Applied and Computational Harmonic Analysis. Keyword(s): graph signal processing, graphs, harmonic analysis. [bibtex-entry]


  6. B. Girault, P. Gonçalves, and E. Fleury. Translation on Graphs: an Isometric Shift Operator. IEEE, Signal Processing Letters, 22(12):2416-2420, December 2015. Keyword(s): graph signal processing, stationnarity. [bibtex-entry]


Conference articles
  1. Sibylle Marcotte, Amélie Barbe, Rémi Gribonval, Titouan Vayer, Marc Sebban, Pierre Borgnat, and Paulo Gonçalves. FAST MULTISCALE DIFFUSION ON GRAPHS. In IEEE Int. Conf. on Acoust. Speech and Sig. Proc., May 2022. Keyword(s): graph signal processing, optimal transport, Diffusion on graphs, domain adaptation. [bibtex-entry]


  2. Amélie Barbe, Paulo Gonçalves, Marc Sebban, Pierre Borgnat, Rémi Gribonval, and Titouan Vayer. Optimization of the Diffusion Time in Graph Diffused-Wasserstein Distances: Application to Domain Adaptation. In ICTAI 2021 - 33rd IEEE International Conference on Tools with Artificial Intelligence, Virtual conference, France, pages 1-8, Nov. 2021. IEEE. Keyword(s): optimal transport, graph signal processing, graphs, domain adaptation, heat kernel. [bibtex-entry]


  3. Amélie Barbe, Marc Sebban, Paulo Gonçalves, Pierre Borgnat, and Rémi Gribonval. Graph Diffusion Wasserstein Distances. In European Conference on Machine Learning, 2020. Keyword(s): optimal transport, graph signal processing, Diffusion on graphs, classification, domain adaptation. [bibtex-entry]


  4. Amélie Barbe, Marc Sebban, Paulo Gonçalves, Pierre Borgnat, and Rémi Gribonval. Transport Optimal entre Graphes exploitant la Diffusion de la Chaleur. In Conférence sur l'Apprentissage automatique, 2020. Keyword(s): optimal transport, graph signal processing, Diffusion on graphs, domain adaptation. [bibtex-entry]


  5. Gaëtan Frusque, Pierre Borgnat, Paulo Gonçalves, and Julien Jung. Extraction of functional dynamic networks describing patient's epileptic seizures. In Conference on Complex Systems, December 7-11 2020. Keyword(s): graph signal processing, graphical lasso, graphs, neurosciences, dynamic grahps, epileptogenic networks. [bibtex-entry]


  6. M. Tsitsvero, P. Borgnat, and P. Gonçalves. Multidimensional analytic signals with application on graphs. In IEEE Satistical Signal Processing Workshop, 2018. Keyword(s): graph signal processing, harmonic analysis, multi-dimensional signals. [bibtex-entry]


  7. B. Girault, E. Fleury, and P. Gonçalves. Function analysis through wavelets on dynamic contact graphs. In ECCS Satellite Contagion workshop, Barcelona, Spain, September 2013. Keyword(s): graphs, wavelets, epidemic models. [bibtex-entry]


  8. B. Girault, P. Gonçalves, and E. Fleury. Graphe de contacts et ondelettes : étude d'une diffusion bactérienne. In Proceedings of the 24th Colloquium GRETSI, 2013. Keyword(s): graphs, wavelets, epidemic models. [bibtex-entry]



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Last modified: Wed Jul 27 15:35:29 2022
Author: pgoncalv.


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