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Number of documents

15

Dr. Bastien Pasdeloup


Journal articles2 documents

  • Vincent Gripon, Bastien Pasdeloup, Grégoire Mercier, Dominique Pastor, Michael Rabbat. Characterization and Inference of Graph Diffusion Processes From Observations of Stationary Signals. IEEE transactions on Signal and Information Processing over Networks, IEEE, 2018, 4 (3), pp.481 - 496. ⟨10.1109/TSIPN.2017.2742940⟩. ⟨hal-01875916⟩
  • Bastien Pasdeloup, Vincent Gripon, Grégoire Mercier, Dominique Pastor, Michael Rabbat. Characterization and Inference of Graph Diffusion Processes from Observations of Stationnary Signals. IEEE transactions on Signal and Information Processing over Networks, IEEE, 2017, PP (99), ⟨10.1109/TSIPB.2017.2742940⟩. ⟨hal-01759090⟩

Conference papers11 documents

  • Yassine El Ouahidi, Matis Feller, Matthieu Talagas, Bastien Pasdeloup. Une approche pour regrouper des sujets atteints de cancers, sur la base des similarités des répartitions cellulaires au sein de leurs biopsies. EGC 2021 : 21ème conférence Extraction et Gestion des Connaissances, Jan 2021, Montpellier, France. pp.333-340. ⟨hal-03131445⟩
  • Maryam Karimi-Mamaghan, Mehrdad Mohammadi, Bastien Pasdeloup, Romain Billot, Patrick Meyer. An Online Learning-based Metaheuristic for Solving Combinatorial Optimization Problems. ROADEF 2020 : 21ème Congrès Annuel de la Société Française de Recherche Opérationnelle et d’Aide à la Décision, Feb 2020, Montpellier, France. ⟨hal-02506178⟩
  • Bastien Pasdeloup, Maryam Karimi-Mamaghan, Mehrdad Mohammadi, Patrick Meyer. Autoencoder-based generation of individuals in population-based metaheuristics. ROADEF 2020 : 21ème Congrès Annuel de la Société Française de Recherche Opérationnelle et d’Aide à la Décision, Feb 2020, Montpellier, France. ⟨hal-02506195⟩
  • Nicolas Grelier, Bastien Pasdeloup, Jean-Charles Vialatte, Vincent Gripon. Translation sur graphe avec préservation du voisinage. GRETSI 2017 : 26ème colloque du Groupement de Recherche en Traitement du Signal et des Images, Sep 2017, Juan Les Pins, France. ⟨hal-01617209⟩
  • Mathilde Menoret, Nicolas Farrugia, Bastien Pasdeloup, Vincent Gripon. Evaluating Graph Signal Processing for Neuroimaging Through Classification and Dimensionality Reduction. GlobalSIP 2017 : 5th IEEE Global Conference on Signal and Information Processing, Nov 2017, Montreal, Canada. pp.618 - 622, ⟨10.1109/GlobalSIP.2017.8309033⟩. ⟨hal-01761345⟩
  • Bastien Pasdeloup, Vincent Gripon, Dominique Pastor, Grégoire Mercier, Michael Rabbat. Characterizing graphs from diffused worshop. GSP 2016 : Graph Signal Processing Workshop, May 2016, Philadelphia, United States. ⟨hal-01598379⟩
  • Nicolas Grelier, Bastien Pasdeloup, Jean-Charles Vialatte, Vincent Gripon. Neighborhood-Preserving Translations on Graphs. GlobalSIP 2016 : IEEE Global Conference on Signal and Information Processing, Dec 2016, Arlington, United States. pp.410 - 414. ⟨hal-01511073⟩
  • Bastien Pasdeloup, Vincent Gripon, Grégoire Mercier, Dominique Pastor. Towards a characterization of the Uncertainty cuve for graphs. ICASSP 2016 : 41st IEEE International Conference on Acoustics, Speech and Signal Processing, Mar 2016, Shanghai, China. pp.4558 - 4562, ⟨10.1109/ICASSP.2016.7472540⟩. ⟨hal-01574034⟩
  • Bastien Pasdeloup, Réda Alami, Vincent Gripon, Michael Rabbat. Toward An Uncertainty Principle For Weighted Graphs. EUSIPCO 2015 : 23rd European Signal Processing Conference, Aug 2015, Nice, France. pp.1496 - 1500, ⟨10.1109/EUSIPCO.2015.7362633⟩. ⟨hal-01270655⟩
  • Bastien Pasdeloup, Michael Rabbat, Vincent Gripon, Dominique Pastor, Grégoire Mercier. Graph reconstruction from the observation of diffused signals. Allerton 2015 : 63th Annual Allerton conference on communication, control and Computing, Sep 2015, Allerton, United States. pp.1 - 5. ⟨hal-01310966⟩
  • Bastien Pasdeloup, Vincent Gripon, Grégoire Mercier, Dominique Pastor. Vers une caractérisation de la courbe d'incertitude pour des graphes portant des signaux. GRETSI 2015 : 25ème colloque du Groupement de Recherche en Traitement du Signal et des Images, Sep 2015, Lyon, France. pp.1 - 5. ⟨hal-01270749⟩

Book sections1 document

  • Bastien Pasdeloup, Vincent Gripon, Réda Alami, Michael Rabbat. Uncertainty Principle on Graphs. Vertex-Frequency Analysis of Graph Signals, pp.317-340, 2019. ⟨hal-01944835⟩

Theses1 document

  • Bastien Pasdeloup. Extending convolutional neural networks to irregular domains through graph inference. Machine Learning [cs.LG]. Ecole nationale supérieure Mines-Télécom Atlantique, 2017. English. ⟨NNT : 2017IMTA0048⟩. ⟨tel-01708824v2⟩