Author

Marco Corneli

Observed names: Corneli, Marco, M. Corneli

Institutions: Centre National de la Recherche Scientifique, Institut national de recherche en sciences et technologies du numérique, Université Côte d'Azur, Laboratoire Jean-Alexandre Dieudonné, Cultures et Environnements. Préhistoire, Antiquité, Moyen Âge, MAASAI: Modèles et algorithmes pour l'intelligence artificielle

Observed institutions: Centre National de la Recherche Scientifique, Institut national de recherche en sciences et technologies du numérique, Université Côte d'Azur, Centre Inria d'Université Côte d'Azur, Centre de Mathématiques Appliquées de l'École polytechnique, Laboratoire Jean-Alexandre Dieudonné, Cultures et Environnements. Préhistoire, Antiquité, Moyen Âge, Institut Polytechnique de Paris, MAASAI: Modèles et algorithmes pour l'intelligence artificielle, Communauté d'universités et d'établissements Université Côte d'Azur, Statistique, Analyse et Modélisation Multidisciplinaire, Université Paris 1 Panthéon-Sorbonne

ORCID: 0000-0002-9361-0080

Observed ORCIDs: 0000-0002-9361-0080, 0000-0002-3328-9934

OpenAlex ID: A5033119788

POT Python Optimal Transport

2025 · Flamary, Rémi, Vincent-Cuaz, Cédric, et al. · HAL · 44

Multiple change points detection and clustering in dynamic networks

2017 · Marco Corneli, Pierre Latouche, et al. · Statistics and Computing · 33

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The latent topic block model for the co-clustering of textual interaction data

2019 · Laurent R. Bergé, Charles Bouveyron, et al. · Computational Statistics & Data Analysis · 29

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The dynamic stochastic topic block model for dynamic networks with textual edges

2018 · Marco Corneli, Charles Bouveyron, et al. · Statistics and Computing · 29

Exact ICL maximization in a non-stationary temporal extension of the stochastic block model for dynamic networks

2016 · Marco Corneli, Pierre Latouche, et al. · Neurocomputing · 29

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Co-Clustering of Ordinal Data via Latent Continuous Random Variables and Not Missing at Random Entries

2020 · Marco Corneli, Charles Bouveyron, et al. · Journal of Computational and Graphical Statistics · 24

Semi-relaxed Gromov-Wasserstein divergence with applications on graphs

2021 · Vincent-Cuaz, Cédric, Flamary, Rémi, et al. · arXiv (Cornell University) · 23

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Online Graph Dictionary Learning

2021 · Vincent-Cuaz, Cédric, Vayer, Titouan, et al. · arXiv (Cornell University) · 21

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Block modelling in dynamic networks with non-homogeneous Poisson processes and exact ICL

2016 · Marco Corneli, Pierre Latouche, et al. · Social Network Analysis and Mining · 18

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Continuous latent position models for instantaneous interactions

2023 · Riccardo Rastelli, Marco Corneli · Network Science · 12

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DeepLTRS: A deep latent recommender system based on user ratings and reviews

2021 · Dingge Liang, Marco Corneli, et al. · Pattern Recognition Letters · 12

From text saliency to linguistic objects: learning linguistic interpretable markers with a multi-channels convolutional architecture

2023 · Laurent Vanni, Marco Corneli, et al. · Corpus · 11

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Template based Graph Neural Network with Optimal Transport Distances

2022 · Vincent-Cuaz, Cédric, Flamary, Rémi, et al. · arXiv (Cornell University) · 10

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An artificial intelligence algorithm for co‐clustering to help in pharmacovigilance before and during the COVID‐19 pandemic

2024 · Alexandre Destere, Giulia Marchello, et al. · British Journal of Clinical Pharmacology · 9

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Co-clustering of evolving count matrices with the dynamic latent block model: application to pharmacovigilance

2022 · Giulia Marchello, Audrey Fresse, et al. · Statistics and Computing · 9

Template Based Graph Neural Network with Optimal Transport Distances

2022 · Cédric Vincent-Cuaz, Rémi Flamary, et al. · neural information processing systems · 7

Modelling time evolving interactions in networks through a non stationary extension of stochastic block models

2015 · Marco Corneli, Pierre Latouche, et al. · IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM) · 7

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A Deep Dynamic Latent Block Model for Co-clustering of Zero-Inflated Data Matrices

2024 · Giulia Marchello, Marco Corneli, et al. · Journal of Computational and Graphical Statistics · 6

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Deep latent position model for node clustering in graphs

2022 · Dingge Liang, Marco Corneli, et al. · European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN) · 5

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The graph embedded topic model

2023 · Dingge Liang, Marco Corneli, et al. · Neurocomputing · 4

A Bayesian approach for clustering and exact finite-sample model selection in longitudinal data mixtures

2024 · M. Corneli, E. Erosheva, et al. · Computational Statistics · 3

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Clustering by deep latent position model with graph convolutional network

2024 · Dingge Liang, Marco Corneli, et al. · Advances in Data Analysis and Classification · 3

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Exact ICL maximization in a non-stationary time extension of the latent block model for dynamic networks

2015 · Corneli, Marco, Latouche, Pierre, et al. · arXiv (Cornell University) · 3

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An in depth look at the Procrustes-Wasserstein distance: properties and barycenters

2025 · Adamo, Davide, Corneli, Marco, et al. · arXiv (Cornell University) · 2

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Topological Data Analysis and Multiple Kernel Learning for Species Identification of Modern and Archaeological Small Ruminants

2025 · Manon Vuillien, Davide Adamo, et al. · Journal of Computer Applications in Archaeology · 2

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Works count: 69

Citation count: 364

H-index: 11

I10-index: 13