Sylvain Le Corff
Scholar

Sylvain Le Corff

Google Scholar ID: gHRCj-EAAAAJ
LPSM, Sorbonne Université
Monte Carlo methodsMarkov ChainsComputational StatisticsNonparameteric Statistics
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Citations & Impact
All-time
Citations
606
 
H-index
13
 
i10-index
17
 
Publications
20
 
Co-authors
9
list available
Contact
Emailsylvain.le_corff@sorbonne-universite.frGitHubOpen ↗
Publications
8 items
Non-Asymptotic Error Bounds for SMC with Biased Proposals: Application to Conditional Diffusion Sampling
2026
Cited
0
Non-asymptotic Convergence of Stochastic Gradient Descent in Score-based Generative Models
2026
Cited
0
Efficient Online Variational Estimation via Monte Carlo Sampling
2026
Cited
0
Entropic Mirror Monte Carlo
2026
Cited
0
Wasserstein Convergence of Critically Damped Langevin Diffusions
2025
Cited
0
TaxaPLN: a taxonomy-aware augmentation strategy for microbiome-trait classification including metadata
2025
Cited
0
Latent Guided Sampling for Combinatorial Optimization
2025
Cited
0
Tree-based variational inference for Poisson log-normal models
2024
Cited
0
Resume (English only)
Background
  • Professor of statistics and machine learning
Miscellany
  • Website powered by Jekyll & AcademicPages, a fork of Minimal Mistakes
Co-authors
9 total
Eric Moulines
Eric Moulines
Professeur, Ecole Polytechnique, Membre de l'Académie des Sciences
Pierre Gloaguen
Pierre Gloaguen
Agroparistech
Co-author 3
Co-author 3
Jimmy Olsson
Jimmy Olsson
Professor, KTH Royal Institute of Technology
Alain Durmus
Alain Durmus
Ecole polytechnique
Aapo Hyvärinen
Aapo Hyvärinen
University of Helsinki
Matthieu Lerasle
Matthieu Lerasle
Ensae-CREST
Yohann De Castro
Yohann De Castro
Institut Camille Jordan & Institut Universitaire de France (IUF)