About me

I am currently working at the Université Côte d'Azur (Nice, France) as a member of the laboratory J.A. Dieudonné, UMR CNRS 7135. I obtained my PhD in November 2017 at the Université Paris 1 Panthéon-Sorbonne, where I was part of the laboratory SAMM.

My research interests include:

Publications

Preprints

L. Bergé, C. Bouveyron, M. Corneli, P. Latouche. The Latent topic block model for the co-clustering of textual interaction data (2018): [HAL]

Journal papers

M. Corneli, C. Bouveyron, P. Latouche, F. Rossi. The dynamic stochastic topic block model for dynamic networks with textual edges. Statistics and Computing, Springer (to appear): [HAL]
M. Corneli, P. Latouche, F. Rossi. Multiple change points detection and clustering in dynamic networks. Statistics and Computing, Springer (2017): [HAL , Journal link ].
M. Corneli, P. Latouche, F. Rossi. Exact ICL maximization in a non-stationary temporal extension of the stochastic block model for dynamic graphs. Neurocomputing, Elsevier (2016): [HAL , Journal link ].
M. Corneli, P. Latouche, F. Rossi. Block modelling in dynamic networks with non-homogeneous Poisson processes and exact ICL. Social Network Analysis and Mining, Springer (2016): [HAL , Journal link ].

Talks/Posters

Workshop Laboratory LJK, Grenoble, France, Apr 2018.
13th International Conference on Operation Research, Havana, Cuba, March 2018.
Journées YSP (Young Statisticians and Probabilists), Paris, France, Jan 2018.
The 6th International Conference on Complex Networks and Their Applications, Lyon, France, Nov/Dec 2017.
49èmes Journées de Statistique (JdS), Avignon, France, Mai/Juin 2017.
Statlearn, Vannes, France, Apr 2016 (poster).
International Conference on Advances in Social Networks Analysis and Mining (ASONAM), Paris, France Aug 2015 (poster).
47èmes Journées de Statistique (JdS), Lille, France, Juin 2015.
49èmes Journées de Statistique (JdS), Avignon, France, Mai/Juin 2017.
European Symposium on Artificial Neural Networks, Computational Intelligence and ML (ESANN), Bruges, Belgium, Apr 2015.

Teaching

MSc Data Science UCA (2018-2019)

Licence MIASHS Université Paris 1 (2014-2017)

Ongoing projects

Topix

A new copyrighted technology for co-clustering of interaction data involving text and images

CpDyna

An R/C++ package for change point detection in dynamic graphs (joint work with Margot Selosse)

Get In Touch

How to reach me:

  • Address

    Office 4S813, Lab. J.A. Dieudonné
    Campus Valrose, 06108 Nice Cedex 02, France
  • Phone

    +33 (0)4 92 07 69 78
  • Email

    Marco.CORNELI@unice.fr