Christophe Biernacki

Computer Science · Physical Sciences

19h-index3.5kcitations235works0.42yr avg
OpenAlex↗ORCID↗Google Scholar↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Bayesian Methods and Mixture Models(100), Advanced Clustering Algorithms Research(69), Statistical Methods and Inference(24), Data Management and Algorithms(20), Statistical Methods and Bayesian Inference(18)

Publications235 total

Conclusion du forum 55
LillOA (Université de Lille (University Of Lille))·2025Open Access
IA générative pour le HPC :une nouvelle rupture ?: Conclusion du forum 55
SPIRE - Sciences Po Institutional REpository·2025Open Access
frugalité@IA@CS
LillOA (Université de Lille (University Of Lille))·2025Open Access
frugalité@IA@CS
SPIRE - Sciences Po Institutional REpository·2025Open Access
Guided Clustering Variational Autoencoder (GCVA): A Predictive Clustering Approach with a VAE
SPIRE - Sciences Po Institutional REpository·2025Open Access
Clustering guidé dans des autoencodeurs variationnels
SPIRE - Sciences Po Institutional REpository·2025Open Access
AI as a Scientific Pilot ?
SPIRE - Sciences Po Institutional REpository·2025Open Access
Guided Clustering Variational Autoencoder
SPIRE - Sciences Po Institutional REpository·2025Open Access
Model based co-clustering: high dimension & estimation challenges
SPIRE - Sciences Po Institutional REpository·2025Open Access
MISE EN PERSPECTIVE HISTORIQUE DE LA FRUGALITÉ EN IA ET STATISTIQUE
SPIRE - Sciences Po Institutional REpository·2024Open Access
Model Based Co-Clustering: High Dimension and Estimation Challenges
SPIRE - Sciences Po Institutional REpository·2024Open Access
Model-based clustering with missing not at random data
Statistics and Computing·2024· 6 citedOpen Access
Model Based Co-Clustering: High Dimension and Estimation Challenges
SPIRE - Sciences Po Institutional REpository·2024Open Access
Testing Abnormality of a Sequence of Graphs: Application to Cybersecurity
SPIRE - Sciences Po Institutional REpository·2024Open Access
An EM Stopping Rule for Avoiding Degeneracy in Gaussian-Based Clustering with Missing Data
Advances in intelligent systems and computing·2024Open Access
Comparative study of clustering models for multivariate time series from connected medical devices
arXiv (Cornell University)·2023Open Access
Accompanying note : Model-based Clustering with Missing Not At Random Data
SPIRE - Sciences Po Institutional REpository·2023Open Access
Digital Science for Disability Overview of the initiatives undertaken by Inria
SPIRE - Sciences Po Institutional REpository·2023Open Access
Clustering: from modeling to visualizing Mapping clusters as spherical Gaussians
SPIRE - Sciences Po Institutional REpository·2023Open Access
Graphs in OT Testing Graph Abnormality Application to a Real OT Data Set Ongoing & Future Works References
SPIRE - Sciences Po Institutional REpository·2023Open Access
page 1 of 12Next →

Frequent Co-authors

Julien Jacques(14), Gilles Celeux(12), Gérard Govaert(9), Vincent Vandewalle(9), Matthieu Marbac(7), Florent Langrognet(4), Margot Selosse(4), G. Govaert(2), Rémi Lebret(2), Serge Iovleff(2), Quentin Grimonprez(2), Maxime Baelde(2), Raphaël Greff(2), Alexandre Lourme(2), Loïc Yengo(2), Isabelle Thomas(1), Pierre Frankhauser(1), Emil Eirola(1), Amaury Lendasse(1), Stéphane Chrétien(1)