Concepedia

Pierre Alquier

PA

21

Publications

745

Citations

16

H-Index

2008

Active since

Affiliations

Centre de Recherche en Économie et Statistique(Current)

Université Paris-Saclay

Laboratoire de Probabilités et Modèles Aléatoires

University College Dublin

Pierre Alquier is an author at Centre de Recherche en Économie et Statistique specializing in engineering, statistical inference, and statistics.

Top concepts

EngineeringStatistical InferenceStatisticsBayesian InferenceData ScienceComputer ScienceMachine LearningBayesian StatisticsPublic HealthBayesian Methods

Publications per year

2008–2024

21

Publications

21

Noisy Monte Carlo: convergence of Markov chains with approximate transition kernels

Pierre Alquier, Nial Friel, Richard G. Everitt et al. · Statistics and Computing · 2014 · 135 citations · Full text

Markov Chains, Engineering, Hidden Markov Model +9

Sparse single-index model

Pierre Alquier, Gérard Biau · arXiv (Cornell University) · 2011 · 54 citations · Full text

Mathematical Programming, Random Pair, Dimension Reduction Scheme +13

Model selection for weakly dependent time series forecasting

Pierre Alquier · Bernoulli · 2012 · 51 citations · Full text

Forecasting Methodology, Engineering, Oracle Inequalities +16

User-friendly Introduction to PAC-Bayes Bounds

Pierre Alquier · Foundations and Trends® in Machine Learning · 2024 · 49 citations · Full text

Consistency of variational Bayes inference for estimation and model selection in mixtures

Badr-Eddine Chérief-Abdellatif, Pierre Alquier · Electronic Journal of Statistics · 2018 · 46 citations · Full text

Bayesian Statistic, Bayesian Statistics, Mixture Distribution +13

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