Pierre Alquier - Concepedia

Author

Pierre Alquier

Centre de Recherche en Économie et Statistique ORCID

Also Known As

ALQUIER, Pierre, Alquier, P., Alquier, Pierre, Cherief-Abdellatif, Badr-Eddine, Kengne, William, P Alquier, P. Alquier, Pierre Alquier, Ridgway, James

112

Publications

1.2K

Citations

H-Index

Concepts

All Affiliations

Centre de Recherche en Économie et Statistique ENSAE Paris Université Paris-Saclay Laboratoire de Probabilités et Modèles Aléatoires University College Dublin

About

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

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	13	15	561
2	Public Health	4	4	86
3	Education	2	2	62
4	Business	1	1	51
5	Biostatistics	1	1	33

Pierre Alquier

Publications

745

Citations

H-Index

Page 1

	Year	Citations
Noisy Monte Carlo: convergence of Markov chains with approximate transition kernels Pierre Alquier, Nial Friel, Richard G. Everitt, Statistics and Computing Markov ChainsEngineeringHidden Markov ModelApproximate Transition KernelsMarkov Kernel	2014	135
Sparse single-index model Pierre Alquier, Gérard Biau arXiv (Cornell University) Mathematical ProgrammingRandom PairDimension Reduction SchemeSparse Single-index ModelEngineering	2011	54
Model selection for weakly dependent time series forecasting Pierre Alquier Bernoulli Forecasting MethodologyEngineeringOracle InequalitiesStationary Time SeriesProbabilistic Forecasting	2012	51
User-friendly Introduction to PAC-Bayes Bounds Pierre Alquier Foundations and Trends® in Machine Learning	2024	49
Consistency of variational Bayes inference for estimation and model selection in mixtures Badr-Eddine Chérief-Abdellatif, Pierre Alquier Electronic Journal of Statistics Bayesian StatisticBayesian StatisticsMixture DistributionEngineeringMachine Learning	2018	46
PAC-Bayesian bounds for randomized empirical risk minimizers Pierre Alquier Mathematical Methods of Statistics	2008	44
Simpler PAC-Bayesian bounds for hostile data Pierre Alquier, Benjamin Guedj Machine Learning EngineeringUncertainty QuantificationSimpler Pac-bayesian BoundsLower BoundStatistical Inference	2017	44
Estimation bounds and sharp oracle inequalities of regularized procedures with Lipschitz loss functions Pierre Alquier, Vincent Cottet, Guillaume Lecué The Annals of Statistics Large DeviationsEngineeringVariational AnalysisMatrix CompletionFunctional Analysis	2019	42
1-Bit matrix completion: PAC-Bayesian analysis of a variational approximation Vincent Cottet, Pierre Alquier Machine Learning Mathematical ProgrammingEngineeringMatrix Factorization1-Bit Matrix CompletionInverse Problems	2017	37
Approximate Bayesian Inference Pierre Alquier Entropy Bayesian StatisticBayesian StatisticsUncertainty QuantificationBiostatisticsBayesian Methods	2020	33

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