Bertrand Charpentier

Principal Researcher, Pruna AI

  • Joined September 2020

Names

Bertrand Charpentier (Preferred)

Emails

****@live.fr (Confirmed)
,
****@in.tum.de (Confirmed)
,
****@pruna.ai (Confirmed)

Career & Education History

Principal Researcher
Pruna AI (pruna.ai)
2024Present
 
PhD student
Technical University Munich (tum.de)
20182024
 
Assistant Professor
Télécom ParisTech (telecom-paristech.fr)
20172018
 
MS student
KTH Royal Institute of Technology, Stockholm, Sweden (kth.se)
20162018
 
Undergrad student
Ensimag (imag.fr)
20142018
 

Advisors, Relations & Conflicts

PhD Advisor
2018Present
 
Coauthor
2018Present
 
Coauthor
2018Present
 
Coauthor
20222023
 
Coauthor
20222023
 
Coauthor
Francesco DI Giovanni
20222023
 
Coauthor
20212023
 
Coauthor
20212023
 

Expertise

Efficient Machine Learning, Quantization, Pruning, Distillation, Matrix Factorization
2020Present
 
Uncertainty Estimation in Machine Learning, Bayesian, Ensembles
2018Present
 
Structure Learning, Causal Learning, Hierarchy Learning
2016Present