Research Positions for CRIAQ Projects - AI
CRIAQ is currently looking for students for the following projects related to AI. If you are interested, please contact directly Clothilde Petitjean, clothilde.petitjean@criaq.aero
Sujet du projet de recherche pour l'étudiant |
Domaine(s) de recherche |
Date de début visée |
Programme d'étude visé/ niveau de l'étudiant recherché |
Projet de recherche CRIAQ concerné |
PhD1.1a - Training robust models auto-evaluating their confidence when processing data and identifying instances at test time outside their competence domain |
Artificial Intelligence, Machine Learning, Robustness |
As soon as possible ! |
PhD |
CRIAQ DEEL – NSERC CRDPJ 537462 - 18 |
PhD1.2-c - Multimodal/multiview machine learning for robust data representation |
Artificial Intelligence, Machine Learning, Robustness |
April 2021 |
PhD |
CRIAQ DEEL – NSERC CRDPJ 537462 - 18 |
PhD 3.1-a : Differential privacy and quantitative information flow for machine learning |
Artificial Intelligence, Machine Learning, Privacy by design |
As soon as possible ! |
PhD |
CRIAQ DEEL – NSERC CRDPJ 537462 - 18 |
PhD 3.2-a : Private learning on aeronautics data through homomorphic encryption |
Artificial Intelligence, Machine Learning, Privacy by design |
As soon as possible ! |
PhD |
CRIAQ DEEL – NSERC CRDPJ 537462 - 18 |
PhD 3.2-b - Secure multiparty computation approach for private learning |
Artificial Intelligence, Machine Learning, Privacy by design |
April 2021 |
PhD |
CRIAQ DEEL – NSERC CRDPJ 537462 - 18 |
Msc.4.2.a Defining meta-heuristic operators, investigating taxonomies of realistically computable transformations and defining debugging strategies. |
Artificial Intelligence, Machine Learning, Certifiability |
As soon as possible ! |
Msc |
CRIAQ DEEL – NSERC CRDPJ 537462 - 18 |
Ph.D. 4.3.b Process models, verification and validation practices to DNN certification |
Artificial Intelligence, Machine Learning, Certifiability |
April 2021 |
PhD |
CRIAQ DEEL – NSERC CRDPJ 537462 - 18 |
Msc.4.3.a Failure traceability information extraction and documentation |
Artificial Intelligence, Machine Learning, Certifiability |
April 2021 |
Msc |
CRIAQ DEEL – NSERC CRDPJ 537462 - 18 |
PhD 4.6.a Developing similarity measures between systems through bisimulation |
Artificial Intelligence, Machine Learning, Certifiability |
As soon as possible ! |
PhD |
CRIAQ DEEL – NSERC CRDPJ 537462 - 18 |
MSc.4.4.a Identifying data inducing-bias regions through metamorphic relations and invariants |
Artificial Intelligence, Machine Learning, Certifiability |
September 2021 |
Msc |
CRIAQ DEEL – NSERC CRDPJ 537462 - 18 |