CV
General Information
Full Name | Rémi Boutin |
Date of Birth | 1st October 1995 |
Languages | French, English |
Research Experience
-
2024
Post-doctoral position (on-going)
LPSM, Sorbonne Université, Paris, France
- Under the direction of senior research scientist Catherine Matias.
- Statistical models for sparse hypergraphs.
-
2023
PhD in applied mathematics
MAP5, Université Paris Cité, Paris, France
- Under the direction of Pr. Pierre Latouche and co-direction of Pr. Charles Bouveyron.
- Deep graphical models and inference strategies for the analysis of networks comprising textual edges.
-
2019
Research assistant (6 months)
Argonne national laboratory (ANL), Lemont, USA
- Creation of a generative model to sample car speed profiles based on deep neural networks
-
2018
Data Scientist internship (6 months)
- Identification of causes of flaws in glass production
Education
-
2018-2020
Engineer in Statistics and Economics
Ecole nationale de la statistique et de l'administration économique (ENSAE), Palaiseau, France
- Data science, deep learning, statistical learning, optimal transport.
-
2017
1st year of Master's degree in applied mathematics
Université Paris 1 Panthéon Sorbone, Paris, France
- Statistics, linear model, time series, functional analysis, optimisation, macroeconomics.
-
2013-2016
Bachelor's degree in applied mathematis
Université Paris 1 Panthéon Sorbone, Paris, France
- Applied mathematics (analysis, algebra, probabilities and statistics).
- Economics (Macroeconomics, microeconomics, monetary theory).
Open Source Projects
-
2022
ETSBM code
- Code accompanying the paper Embedded Topics in the Stochastic Block Model.
-
2023
Deep-LPTM code
- Code accompanying the paper The Deep Latent Position Topic Model for Clustering and Representation of Networks with Textual Edges.
Academic Interests
-
Model-based node clustering
- Stochastic block model
- Deep node embeddings
- Positional modelling
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Topic modelling
- Latent Dirichlet allocation
- Neural topic model
- Matrix factorisation
Other Interests
- Movies: Cinema theater, festival of short-movies, classics, science-fiction, new movies.
- Literature: Classic, polar, science-fiction.
- Sports: Fencing (regional referee), (mountain) bike.