Pierre Alquier (Preferred)
Pierre Alquier
Full Professor, Department of Information Systems, Data Analytics and Operations, ESSEC Business School, Asia-Pacific campus
Joined
April 2019
Names
Emails
****@gmail.com (Confirmed)
****@ensae.fr (Confirmed)
****@riken.jp (Confirmed)
****@essec.edu (Confirmed)
Personal Links
Career & Education History
Full Professor
Department of Information Systems, Data Analytics and Operations, ESSEC Business School, Asia-Pacific campus (essec.edu)
2023 – Present
Research Scientist
Approximate Bayesian Inference team, RIKEN AIP (aip.riken.jp)
2019 – 2022
Full Professor
CREST, Ensae ParisTech (ensae.fr)
2014 – 2019
Lecturer
School of Mathematical Sciences, University College Dublin (ucd.ie)
2012 – 2014
Maître de conférences
LPMA, Université Paris Diderot (univ-paris-diderot.fr)
2007 – 2012
Advisors, Relations & Conflicts
Coauthor
Nicolas Chopin
2014 – Present
Coauthor
Paul Doukhan
2010 – Present
Coauthor
Benjamin Guedj
2012 – 2020
PhD Advisee
Léna Carel
2016 – 2019
Coauthor
Nial Friel
2012 – 2019
PhD Advisee
Vincent Cottet
2014 – 2017
PhD Advisor
Olivier Catoni
2003 – 2006
Expertise
Robust estimation
2019 – Present
Kernel methods
2018 – Present
Online learning
2017 – Present
Bayesian nonparametrics
2016 – Present
Variational Inference
2014 – Present
Approximate Bayesian Inference
2012 – Present
MCMC
2011 – Present
Dependent observations
2011 – Present
Time series
2011 – Present
PAC-Bayesian bounds
2003 – Present
High-dimensional statistics
2003 – Present
Aggregation of estimators
2003 – Present
Statistical learning theory
2003 – Present
Publications
Co-Authors
- Aidan Boland
- Badr-Eddine Chérief-Abdellatif
- Benjamin Guedj
- Bogdan Mazoure
- Charles Riou
- Dimitri Meunier
- Feng Liang
- Florian Maire
- Geoffrey Wolfer
- Guillaume Rabusseau
- Gérard Biau
- Imad Aouali
- James Ridgway
- Karine Bertin
- Léna Carel
- Massimiliano Pontil
- Mathieu Gerber
- Mehdi Abbana Bennani
- Mohammad Emtiyaz Khan
- Nial Friel
- Nicolas Chopin
- Otmane Sakhi
- Paul Doukhan
- Richard G. Everitt
- Rémy Garnier