Scholar
Yann Pequignot
Google Scholar ID: Ft1XWI4AAAAJ
Université Laval
mathématiques
machine learning
Follow
Homepage
↗
Google Scholar
↗
Citations & Impact
All-time
Citations
226
H-index
7
i10-index
5
Publications
20
Co-authors
19
list available
Contact
No contact links provided.
Publications
5 items
GRANITE: A Generalized Regional Framework for Identifying Agreement in Feature-Based Explanations
2026
Cited
0
Efficiency vs. Alignment: Investigating Safety and Fairness Risks in Parameter-Efficient Fine-Tuning of LLMs
2025
Cited
0
Robust Fine-Tuning from Non-Robust Pretrained Models: Mitigating Suboptimal Transfer With Adversarial Scheduling
2025
Cited
0
A Guide to Robust Generalization: The Impact of Architecture, Pre-training, and Optimization Strategy
2025
Cited
0
GROOD: Gradient-Aware Out-of-Distribution Detection
2023
Cited
0
Resume (English only)
Research Experience
Since July 2020: Scientific coordinator of the DEEL project and member of IID at Laval University
Since November 2019: Postdoctoral scholar at the Centre de recherche en données massives, Université Laval, Québec
Sep 2018 – Jun 2019: Postdoctoral position at the Department of Mathematics and Statistics, McGill University, Montreal
Jan 2017 – Sep 2018: Early Postdoc.Mobility fellow of the Swiss National Science Foundation at UCLA Department of Mathematics
2016: Postdoctoral researcher at the Kurt Gödel Research Center
Background
Mathematician and machine learning researcher
Research interests: Explainability, Robustness and Trustworthiness in Machine Learning
Descriptive set theory, Infinite games with perfect information
Combinatorics, Well-quasi-order and better-quasi-order
Computability, Effective Descriptive Set Theory, Computable analysis
Co-authors
19 total
Gabriel Laberge
École Polytechnique de Montréal
Foutse Khomh
NSERC Arthur B. McDonald Fellow, CRC Tier 1, Canada CIFAR AI Chair, FRQ-IVADO Chair, Full Professor
Sabyasachi Sahoo
PhD Student at Mila, Inria, Université Laval
Mario Marchand
professeur d'informatique (retraité), Université Laval
Amin Nikanjam
Staff Researcher, Huawei Canada
Co-author 6
Florian Tambon
Université du Luxembourg
Co-author 8
×
Welcome back
Sign in to Agora
Welcome back! Please sign in to continue.
Email address
Password
Forgot password?
Continue
Do not have an account?
Sign up