Benjamin Guedj (Preferred)
Benjamin Guedj
University College London, University of London
Names
How do you usually write your name as author of a paper? Also add any other names you have authored papers under.
Emails
Enter email addresses associated with all of your current and historical institutional affiliations, as well as all your previous publications, and the Toronto Paper Matching System. This information is crucial for deduplicating users, and ensuring you see your reviewing assignments.
****@inria.fr
, ****@ucl.ac.uk
Personal Links
Add links to your profiles on other sites. (Optional)
Education & Career History
Enter your education and career history. The institution domain is used for conflict of interest detection and institution ranking. For ongoing positions, leave the end field blank.
Associate Professor
University College London, University of London (ucl.ac.uk)
2022 – Present
Research Scientist
Inria (inria.fr)
2014 – Present
Principal Research Fellow
University College London, University of London (ucl.ac.uk)
2018 – 2022
PhD student
Sorbonne Université (formerly UPMC) (upmc.fr)
2011 – 2013
Advisors, Relations & Conflicts
Enter all advisors, co-workers, and other people that should be included when detecting conflicts of interest.
PhD Advisor
Gérard Biau
****@upmc.fr
2011 – 2013
PhD Advisor
Eric Moulines
****@polytechnique.edu
2011 – 2013
Expertise
For each line, enter comma-separated keyphrases representing an intersection of your interests. Think of each line as a query for papers in which you would have expertise and interest. For example: deep learning, RNNs, dependency parsing
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