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
10 items
Latent Inference-Time Guidance of Time Series Foundation Models
2026
Cited
0
PAC-Bayesian Reconstruction Guarantees for Time Series Variational Autoencoders
2026
Cited
0
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
Resume
Background
  • Professor of statistics and machine learning
Miscellany
  • Website powered by Jekyll & AcademicPages, a fork of Minimal Mistakes
Co-authors
8 total
Eric Moulines
Eric Moulines
Professeur, Ecole Polytechnique, Membre de l'Académie des Sciences
Pierre Gloaguen
Pierre Gloaguen
Agroparistech
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)
Gareth Roberts
Gareth Roberts
Professor of Statistics, University of Warwick