Pierre Alquier

Pierre Alquier

RIKEN - Saitama / Japan
Natural Sciences / Mathematical Sciences
AD Scientific Index ID: 4406540
理化学研究所
person_outline Pierre Alquier's MOST POPULAR ARTICLES
1-) On the properties of variational approximations of Gibbs posteriorsP Alquier, J Ridgway, N ChopinJournal of Machine Learning Research 17 (239), 1-41, 20161692016
2-) User-friendly introduction to PAC-Bayes boundsP AlquierFoundations and Trends® in Machine Learning 17 (2), 174-303, 20241702024
3-) Noisy Monte Carlo: Convergence of Markov chains with approximate transition kernelsP Alquier, N Friel, R Everitt, A BolandStatistics and Computing 26 (1), 29-47, 20161682016
4-) Concentration of tempered posteriors and of their variational approximationsP Alquier, J RidgwayThe Annals of Statistics 48 (3), 1475-1497, 20201472020
5-) Sparse single-index modelP Alquier, G BiauJournal of Machine Learning Research 14 (Jan), 243-280, 20131122013