Benjamin Guedj

University College London, University of London

Names

Benjamin Guedj (Preferred)

Emails

****@inria.fr
,
****@ucl.ac.uk

Education & Career History

Associate Professor
University College London, University of London (ucl.ac.uk)
2022Present
 
Research Scientist
Inria (inria.fr)
2014Present
 
Principal Research Fellow
University College London, University of London (ucl.ac.uk)
20182022
 
PhD student
Sorbonne Université (formerly UPMC) (upmc.fr)
20112013
 

Advisors, Relations & Conflicts

PhD Advisor
20112013
 
PhD Advisor
20112013
 

Expertise

Learning on graphs
2019Present
 
Mathematics of deep learning
2018Present
 
Representation learning
2017Present
 
Information theory
2016Present
 
Nonnegative matrix factorization
2015Present
 
Online learning
2014Present
 
PAC-Bayesian theory
2011Present
 
Machine learning
2011Present
 
Statistical learning theory
2011Present
 
Concentration inequalities
2011Present
 
Bayesian and quasi-Bayesian methods
2011Present
 
Aggregation theory and ensemble methods
2011Present
 
Generalisation bounds
2011Present
 
Sampling algorithms (MCMC, ...)
2010Present