Pierre Alquier

9 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0003-4249-7337

Department of Information Systems, Decision Sciences and Statistics, ESSEC Business School

Publications

• Variance-Aware Estimation of Kernel Mean Embedding — Journal of Machine Learning Research 2025 (name-matched, not ORCID-linked)
• Concentration of discrepancy-based approximate Bayesian computation via Rademacher complexity — The Annals of Statistics 2025
• Bayes Meets Bernstein at the Meta Level: an Analysis of Fast Rates in Meta-Learning with PAC-Bayes — Journal of Machine Learning Research 2025 (name-matched, not ORCID-linked)
• Universal robust regression via maximum mean discrepancy — Biometrika 2024
• Estimation of Copulas via Maximum Mean Discrepancy — Journal of the American Statistical Association 2023
• Concentration of tempered posteriors and of their variational approximations — The Annals of Statistics 2020
• Estimation bounds and sharp oracle inequalities of regularized procedures with Lipschitz loss functions — The Annals of Statistics 2019
• On the properties of variational approximations of Gibbs posteriors — Journal of Machine Learning Research 2016 (name-matched, not ORCID-linked)
• Sparse Single-Index Model — Journal of Machine Learning Research 2013 (name-matched, not ORCID-linked)