Pierre Alquier

Full Professor, Department of Information Systems, Data Analytics and Operations, ESSEC Business School, Asia-Pacific campus

  • Joined April 2019

Names

Pierre Alquier (Preferred)

Emails

****@gmail.com (Confirmed)
,
****@ensae.fr (Confirmed)
,
****@riken.jp (Confirmed)
,
****@essec.edu (Confirmed)

Career & Education History

Full Professor
Department of Information Systems, Data Analytics and Operations, ESSEC Business School, Asia-Pacific campus (essec.edu)
2023Present
 
Research Scientist
Approximate Bayesian Inference team, RIKEN AIP (aip.riken.jp)
20192022
 
Full Professor
CREST, Ensae ParisTech (ensae.fr)
20142019
 
Lecturer
School of Mathematical Sciences, University College Dublin (ucd.ie)
20122014
 
Maître de conférences
LPMA, Université Paris Diderot (univ-paris-diderot.fr)
20072012
 

Advisors, Relations & Conflicts

Coworker
2023Present
 
Coworker
2020Present
 
Coworker
2020Present
 
Coworker
2018Present
 
Coauthor
Nicolas Chopin
2014Present
 
Coauthor
Paul Doukhan
2010Present
 
PhD Advisee
20172020
 
Coauthor
Benjamin Guedj
20122020
 
PhD Advisee
Léna Carel
20162019
 
Coauthor
20162019
 
Coworker
20142019
 
Coworker
20142019
 
Coauthor
Nial Friel
20122019
 
PhD Advisee
20142017
 
PhD Advisee
Vincent Cottet
20142017
 
Coauthor
20092013
 
Coauthor
20082013
 
Coauthor
20102011
 
PhD Advisor
Olivier Catoni
20032006
 

Expertise

Robust estimation
2019Present
 
Kernel methods
2018Present
 
Online learning
2017Present
 
Bayesian nonparametrics
2016Present
 
Variational Inference
2014Present
 
Approximate Bayesian Inference
2012Present
 
MCMC
2011Present
 
Dependent observations
2011Present
 
Time series
2011Present
 
PAC-Bayesian bounds
2003Present
 
High-dimensional statistics
2003Present
 
Aggregation of estimators
2003Present
 
Statistical learning theory
2003Present
 

OpenReview is a long-term project to advance science through improved peer review with legal nonprofit status. We gratefully acknowledge the support of the OpenReview Sponsors. © 2025 OpenReview