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2020 – today
- 2024
[j11]Giulia Marchello, Alexandre Destere
, Marco Corneli, Charles Bouveyron:
Deep dynamic co-clustering of count data streams: application to pharmacovigilance. J. Data Sci. Stat. Vis. 4(4) (2024)- [i6]Raphaël Romero, Jefrey Lijffijt, Riccardo Rastelli, Marco Corneli, Tijl De Bie:
Gaussian Embedding of Temporal Networks. CoRR abs/2405.17253 (2024) - 2023
- [j10]Raphaël Romero, Jefrey Lijffijt, Riccardo Rastelli, Marco Corneli, Tijl De Bie:
Gaussian Embedding of Temporal Networks. IEEE Access 11: 117971-117983 (2023) - [j9]Dingge Liang, Marco Corneli, Charles Bouveyron, Pierre Latouche:
The graph embedded topic model. Neurocomputing 562: 126900 (2023) - [j8]Riccardo Rastelli, Marco Corneli:
Continuous latent position models for instantaneous interactions. Netw. Sci. 11(4): 560-588 (2023) - [c9]Giulia Marchello, Marco Corneli, Charles Bouveyron:
Deep dynamic co-clustering of streams of count data: a new online Zip-dLBM. ESANN 2023 - [c8]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: 15-20 - [c7]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: 695-710 - 2022
- [j7]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): 41 (2022) - [c6]Dingge Liang, Marco Corneli, Charles Bouveyron, Pierre Latouche:
Deep latent position model for node clustering in graphs. ESANN 2022 - [c5]Cédric Vincent-Cuaz, Rémi Flamary, Marco Corneli, Titouan Vayer, Nicolas Courty:
Semi-relaxed Gromov-Wasserstein divergence and applications on graphs. ICLR 2022 - [c4]Cédric Vincent-Cuaz, Rémi Flamary, Marco Corneli, Titouan Vayer, Nicolas Courty:
Template based Graph Neural Network with Optimal Transport Distances. NeurIPS 2022 - [i5]Cédric Vincent-Cuaz, Rémi Flamary, Marco Corneli, Titouan Vayer, Nicolas Courty:
Template based Graph Neural Network with Optimal Transport Distances. CoRR abs/2205.15733 (2022) - 2021
- [j6]Dingge Liang, Marco Corneli, Charles Bouveyron, Pierre Latouche:
DeepLTRS: A deep latent recommender system based on user ratings and reviews. Pattern Recognit. Lett. 152: 267-274 (2021) - [c3]Cédric Vincent-Cuaz, Titouan Vayer, Rémi Flamary, Marco Corneli, Nicolas Courty:
Online Graph Dictionary Learning. ICML 2021: 10564-10574 - [i4]Cédric Vincent-Cuaz, Titouan Vayer, Rémi Flamary, Marco Corneli, Nicolas Courty:
Online Graph Dictionary Learning. CoRR abs/2102.06555 (2021) - [i3]Cédric Vincent-Cuaz, Rémi Flamary, Marco Corneli, Titouan Vayer, Nicolas Courty:
Semi-relaxed Gromov Wasserstein divergence with applications on graphs. CoRR abs/2110.02753 (2021) - 2020
- [i2]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 abs/2004.03254 (2020) - [i1]Andrea Zugarini, Enrico Meloni, Alessandro Betti, Andrea Panizza, Marco Corneli, Marco Gori:
An Optimal Control Approach to Learning in SIDARTHE Epidemic model. CoRR abs/2010.14878 (2020)
2010 – 2019
- 2019
- [j5]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: 247-270 (2019) - [j4]Marco Corneli, Charles Bouveyron, Pierre Latouche, Fabrice Rossi:
The dynamic stochastic topic block model for dynamic networks with textual edges. Stat. Comput. 29(4): 677-695 (2019) - 2018
- [j3]Marco Corneli, Pierre Latouche, Fabrice Rossi:
Multiple change points detection and clustering in dynamic networks. Stat. Comput. 28(5): 989-1007 (2018) - 2016
- [j2]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: 81-91 (2016) - [j1]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): 55:1-55:14 (2016) - 2015
- [c2]Marco Corneli, Pierre Latouche, Fabrice Rossi:
Modelling time evolving interactions in networks through a non stationary extension of stochastic block models. ASONAM 2015: 1590-1591 - [c1]Marco Corneli, Pierre Latouche, Fabrice Rossi:
Exact ICL maximization in a non-stationary time extension of latent block model for dynamic networks. ESANN 2015
Coauthor Index
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