Sitemap
A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
Posts
publications
Model-based clustering using nonparametric hidden Markov models
Published in arXiv preprint, 2023
In this paper, we perform a thorough analysis of the Bayes risk of clustering when observations come from a nonparametric HMM.
On the impossibility of detecting a late change-point in the preferential attachment random graph model
Published in arXiv preprint, 2024
This paper studies the fundamental limits for change-point detection under the linear preferential attachment random graph model
talks
Clustering of parametric Hidden Markov Models
Published:
Poster at the Junior Conference on DataScience and Engineering. I presented results regarding the clustering of observations of a parametric HMM. [poster]
Talk at ASCAI 2nd Workshop
Published:
I presented theoretical guarantees on the clustering when observations come from a general nonparametric HMM and a clustering procedure that is guaranteed to mimic the Bayes clusterer asymptotically. More information here. [slides]
Talk at the conference: Markovian & Semi-Markovian processes and their applications
Published:
I presented general results regarding estimation and clustering under the HMM framework. More information here. [slides]
Clustering of nonparametric Hidden Markov Models
Published:
Poster at the StatMathAppli conference. I presented results regarding the clustering of observations of a nonparametric HMM. [poster]
Talk at SuPerGRandMa seminar
Published:
I presented recent results on change-point detection in the preferential attachment random graph model. More information here.
Talk at 55èmes Journées de Statistique
Published:
I presented the results of our paper on clustering/classification. More information here.
teaching
Teaching Assistant
Teaching, Polytech Paris-Saclay, 2023
Exercise sessions in linear algebra and analysis for PEIP1 and in probability and statistics for PEIP2 students at Polytech Paris-Saclay.
Organizer of the master students’ seminar
Seminar, Laboratoire de Mathématiques d'Orsay, 2023
I am in charge of co-organizing the master students’ seminar at the Laboratoire de Mathématiques d’Orsay for the 2023 and 2024 academic years. More information here.
Teaching Assistant
Teaching, Polytech Paris-Saclay, 2024
Exercise sessions in probability and statistics for PEIP2 students at Polytech Paris-Saclay.