Marco Corneli

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 23

Top Topics

Dynamic Networks

Dictionary Learning

Poisson Process

Top Venues

Publications

Raphaël Romero, Jefrey Lijffijt, Riccardo Rastelli, Marco Corneli, Tijl De Bie
Gaussian Embedding of Temporal Networks. CoRR (2024)
Riccardo Rastelli, Marco Corneli
Continuous latent position models for instantaneous interactions. Netw. Sci. 11 (4) (2023)
Giulia Marchello, Marco Corneli, Charles Bouveyron
Deep dynamic co-clustering of streams of count data: a new online Zip-dLBM. ESANN (2023)
Giulia Marchello, Marco Corneli, Charles Bouveyron
A Deep Dynamic Latent Block Model for the Co-Clustering of Zero-Inflated Data Matrices. ECML/PKDD (1) (2023)
Arnaud Barbe, Molka Tounsi Dhouib, Catherine Faron, Marco Corneli, Arnaud Zucker
Construction d'un graphe de connaissance à partir des annotations manuelles de textes de zoologie antique. IC (2023)
Dingge Liang, Marco Corneli, Charles Bouveyron, Pierre Latouche
The graph embedded topic model. Neurocomputing 562 (2023)
Raphaël Romero, Jefrey Lijffijt, Riccardo Rastelli, Marco Corneli, Tijl De Bie
Gaussian Embedding of Temporal Networks. IEEE Access 11 (2023)
Dingge Liang, Marco Corneli, Charles Bouveyron, Pierre Latouche
Deep latent position model for node clustering in graphs. ESANN (2022)
Cédric Vincent-Cuaz, Rémi Flamary, Marco Corneli, Titouan Vayer, Nicolas Courty
Semi-relaxed Gromov-Wasserstein divergence and applications on graphs. ICLR (2022)
Cédric Vincent-Cuaz, Rémi Flamary, Marco Corneli, Titouan Vayer, Nicolas Courty
Template based Graph Neural Network with Optimal Transport Distances. NeurIPS (2022)
Giulia Marchello, Audrey Fresse, Marco Corneli, Charles Bouveyron
Co-clustering of evolving count matrices with the dynamic latent block model: application to pharmacovigilance. Stat. Comput. 32 (3) (2022)
Cédric Vincent-Cuaz, Rémi Flamary, Marco Corneli, Titouan Vayer, Nicolas Courty
Template based Graph Neural Network with Optimal Transport Distances. CoRR (2022)
Cédric Vincent-Cuaz, Rémi Flamary, Marco Corneli, Titouan Vayer, Nicolas Courty
Semi-relaxed Gromov Wasserstein divergence with applications on graphs. CoRR (2021)
Cédric Vincent-Cuaz, Titouan Vayer, Rémi Flamary, Marco Corneli, Nicolas Courty
Online Graph Dictionary Learning. CoRR (2021)
Dingge Liang, Marco Corneli, Charles Bouveyron, Pierre Latouche
DeepLTRS: A deep latent recommender system based on user ratings and reviews. Pattern Recognit. Lett. 152 (2021)
Cédric Vincent-Cuaz, Titouan Vayer, Rémi Flamary, Marco Corneli, Nicolas Courty
Online Graph Dictionary Learning. ICML (2021)
Andrea Zugarini, Enrico Meloni, Alessandro Betti, Andrea Panizza, Marco Corneli, Marco Gori
An Optimal Control Approach to Learning in SIDARTHE Epidemic model. CoRR (2020)
Laurent Vanni, Marco Corneli, Damon Mayaffre, Frédéric Precioso
From text saliency to linguistic objects: learning linguistic interpretable markers with a multi-channels convolutional architecture. CoRR (2020)
Laurent R. Bergé, Charles Bouveyron, Marco Corneli, Pierre Latouche
The latent topic block model for the co-clustering of textual interaction data. Comput. Stat. Data Anal. 137 (2019)
Marco Corneli, Charles Bouveyron, Pierre Latouche, Fabrice Rossi
The dynamic stochastic topic block model for dynamic networks with textual edges. Stat. Comput. 29 (4) (2019)
Marco Corneli, Pierre Latouche, Fabrice Rossi
Multiple change points detection and clustering in dynamic networks. Stat. Comput. 28 (5) (2018)
Marco Corneli, Pierre Latouche, Fabrice Rossi
Block modelling in dynamic networks with non-homogeneous Poisson processes and exact ICL. Soc. Netw. Anal. Min. 6 (1) (2016)
Marco Corneli, Pierre Latouche, Fabrice Rossi
Exact ICL maximization in a non-stationary temporal extension of the stochastic block model for dynamic networks. Neurocomputing 192 (2016)
Marco Corneli, Pierre Latouche, Fabrice Rossi
Exact ICL maximization in a non-stationary time extension of latent block model for dynamic networks. ESANN (2015)
Marco Corneli, Pierre Latouche, Fabrice Rossi
Modelling time evolving interactions in networks through a non stationary extension of stochastic block models. ASONAM (2015)