Benjamin Guedj (Preferred)
Benjamin Guedj
Full Professor, AI Centre, Department of Computer Science, University College London, University of London
Research Scientist, Inria
- Joined April 2017
Names
Emails
****@inria.fr (Confirmed)
, ****@ucl.ac.uk (Confirmed)
Personal Links
Career & Education History
Full Professor
AI Centre, Department of Computer Science, University College London, University of London (ucl.ac.uk)
2024 – Present
Research Scientist
Inria (inria.fr)
2014 – Present
Principal Researcher
University College London, University of London (ucl.ac.uk)
2018 – 2024
PhD student
Sorbonne Université (formerly UPMC) (upmc.fr)
2011 – 2013
Advisors, Relations & Conflicts
Expertise
Learning on graphs
2019 – Present
Mathematics of deep learning
2018 – Present
Representation learning
2017 – Present
Information theory
2016 – Present
Nonnegative matrix factorization
2015 – Present
Online learning
2014 – Present
PAC-Bayesian theory
2011 – Present
Machine learning
2011 – Present
Statistical learning theory
2011 – Present
Concentration inequalities
2011 – Present
Bayesian and quasi-Bayesian methods
2011 – Present
Aggregation theory and ensemble methods
2011 – Present
Generalisation bounds
2011 – Present
Sampling algorithms (MCMC, ...)
2010 – Present