Yann Pequignot

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 9

Top Topics

Variational Inference

Literature Review

Adaptive Systems

Top Venues

Autom. Softw. Eng.

Arch. Math. Log.

Publications

Paul Novello, Yannick Prudent, Joseba Dalmau, Corentin Friedrich, Yann Pequignot
Improving Out-of-Distribution Detection by Combining Existing Post-hoc Methods. CoRR (2024)
Jonas Ngnawé, Sabyasachi Sahoo, Yann Pequignot, Frédéric Precioso, Christian Gagné
Detecting Brittle Decisions for Free: Leveraging Margin Consistency in Deep Robust Classifiers. CoRR (2024)
Sabyasachi Sahoo, Mostafa ElAraby, Jonas Ngnawé, Yann Pequignot, Frédéric Precioso, Christian Gagné
Layerwise Early Stopping for Test Time Adaptation. CoRR (2024)
Mostafa ElAraby, Sabyasachi Sahoo, Yann Pequignot, Paul Novello, Liam Paull
GROOD: GRadient-aware Out-Of-Distribution detection in interpolated manifolds. CoRR (2023)
Gabriel Laberge, Yann Pequignot
Understanding Interventional TreeSHAP : How and Why it Works. CoRR (2022)
Florian Tambon, Gabriel Laberge, Le An, Amin Nikanjam, Paulina Stevia Nouwou Mindom, Yann Pequignot, Foutse Khomh, Giulio Antoniol, Ettore Merlo, François Laviolette
How to certify machine learning based safety-critical systems? A systematic literature review. Autom. Softw. Eng. 29 (2) (2022)
Florian Tambon, Gabriel Laberge, Le An, Amin Nikanjam, Paulina Stevia Nouwou Mindom, Yann Pequignot, Foutse Khomh, Giulio Antoniol, Ettore Merlo, François Laviolette
How to Certify Machine Learning Based Safety-critical Systems? A Systematic Literature Review. CoRR (2021)
Gabriel Laberge, Yann Pequignot, Foutse Khomh, Mario Marchand, Alexandre Mathieu
Partial order: Finding Consensus among Uncertain Feature Attributions. CoRR (2021)
Yann Pequignot, Mathieu Alain, Patrick Dallaire, Alireza Yeganehparast, Pascal Germain, Josée Desharnais, François Laviolette
Implicit Variational Inference: the Parameter and the Predictor Space. CoRR (2020)
Yann Pequignot
A Wadge hierarchy for second countable spaces. Arch. Math. Log. 54 (5-6) (2015)