Pierre Alquier
Scholar

Pierre Alquier

Google Scholar ID: ngkCAJYAAAAJ
ESSEC Business School
Statistical learning theoryaggregation of estimatorsapproximate posterior inferencemathematical statisticsPAC-Bayes
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Citations & Impact
All-time
Citations
2,182
 
H-index
25
 
i10-index
40
 
Publications
20
 
Co-authors
49
list available
Contact
No contact links provided.
Publications
7 items
Variational Approximations for Robust Bayesian Inference via Rho-Posteriors
2026
Cited
0
Empirical PAC-Bayes bounds for Markov chains
2025
Cited
0
Convergence of Statistical Estimators via Mutual Information Bounds
2024
Cited
0
Minimax optimality of deep neural networks on dependent data via PAC-Bayes bounds
arXiv.org · 2024
Cited
0
Variance-Aware Estimation of Kernel Mean Embedding
arXiv.org · 2022
Cited
2
User-friendly introduction to PAC-Bayes bounds
Found. Trends Mach. Learn. · 2021
Cited
180
Finite sample properties of parametric MMD estimation: robustness to misspecification and dependence
Bernoulli · 2019
Cited
34
Resume (English only)
Co-authors
49 total
Nicolas Chopin
Nicolas Chopin
Professor of Statistics, ENSAE (Institut Polytechnique de Paris)
Badr-Eddine Chérief-Abdellatif
Badr-Eddine Chérief-Abdellatif
CNRS, Sorbonne Université, Université Paris Cité
Co-author 3
Co-author 3
Benjamin Guedj
Benjamin Guedj
Inria and University College London (UCL)
Olivier Wintenberger
Olivier Wintenberger
LPSM, Sorbonne University
Mohamed Hebiri
Mohamed Hebiri
Université Paris-Est -- Marne-la-Vallée
Co-author 7
Co-author 7
Nial Friel
Nial Friel
Professor of Statistics, University College Dublin.