Benjamin Guedj (Preferred)
Benjamin Guedj
University College London
Names
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Emails
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****@inria.fr
, ****@ucl.ac.uk
Personal Links
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Education & Career History
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Principal Research Fellow
University College London (ucl.ac.uk)
2018 – Present
Research Scientist
Inria (inria.fr)
2014 – Present
PhD student
UPMC (upmc.fr)
2011 – 2013
Advisors, Relations & Conflicts
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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