Giulia Marchello webpage

     

Email : giulia.marchello@inria.fr


I am a PhD student at the Côte d’Azur University in the MAASAI (Models and Algorithms for Artificial Intelligence) research team of Inria and the J. A. Dieudonné laboratory. I work under the supervision of Prof. Charles Bouveyron and Dr. Marco Corneli about the statistical analysis of dynamic bipartite networks with heterogeneous edges.

I obtained a Master Degree in Statistics for Finance and Economics from the University of Perugia in 2020 and a Bachelor Degree in Business Administration from University of Salento in 2017.

My research interests include:

  • Network analysis: stochastic block models (SBM), latent block model (LBM), dynamic bipartite networks
  • Heterogeneous data
  • Pharmacovigilance

Publications

G. Marchello, A. Fresse, M. Corneli, C. Bouveyron. Co-clustering of evolving count matrices in pharmacovigilance with the dynamic latent block model. ICLR 2021 – Workshop AI for Public Health, May 2021, Virtual Conference (formerly Vienna), Austria. [pdf]

G. Marchello, M. Corneli, C. Bouveyron. The dynamic latent block model for sparse and evolving count matrices. ICML Workskshop Artemiss (2020). [pdf]

G. Marchello, M. Corneli, C. Bouveyron. The dynamic latent block model for the co-clustering of evolving binary matrices. 52èmes Journées de Statistique (JdS) (2020).

 

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