Marco Corneli

Doctorant - SAMM
mercredi 9 septembre 2015

- Personal Details
- HAL

Research Interests


- Static and dynamic network analysis : spectral clustering, stochastic block model (SBM), hierarchical random graph model (HRG)...

- Time series analysis : change point detections, hidden Markov models (HMM), ARCH, GARCH...

- Stochastic processes : Brownian motion, Poisson process, diffusion processes...

Teaching


- Linear Algebra : 1st year undergrad., teaching assistant (chargé de TD)
- Statistics and Probability : 2nd year undergrad, teaching assistant (chargé de TD)

Publications


- Multiple change points detection and clustering in dynamic networks. Joint work with Pierre Latouche et Fabrice Rossi. Statistics and Computing (2017). DOI : 10.1007/s11222-017-9775-1

- Block modelling in dynamic networks with non-homogeneous Poisson processes and exact ICL. Joint work with Pierre Latouche et Fabrice Rossi. Social Network Analysis and Mining, 6, (2016). DOI : 10.1007/s13278-016-0368-3

- Exact ICL maximization in a non-stationary temporal extension of the stochastic block model for dynamic networks. Joint work with Pierre Latouce et Fabrice Rossi. Neurocomputing 192, (2016). DOI : 10.1016/j.neucom.2016.02.031


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