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Yann Pequignot
Yann Pequignot
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Cited by
Cited by
Year
How to certify machine learning based safety-critical systems? A systematic literature review
F Tambon, G Laberge, L An, A Nikanjam, PSN Mindom, Y Pequignot, ...
Automated Software Engineering 29 (2), 38, 2022
542022
A Wadge hierarchy for second countable spaces
Y Pequignot
Archive for Mathematical Logic 54 (5), 659-683, 2015
282015
Towards better: A motivated introduction to better-quasi-orders
Y Pequignot
EMS Surveys in Mathematical Sciences 4 (2), 185-218, 2017
82017
Finite versus infinite: an insufficient shift
Y Pequignot
Advances in Mathematics 320, 244-249, 2017
82017
Better-quasi-order: ideals and spaces
Y Pequignot
Université de Lausanne / Université Paris Diderot – Paris 7, 2015
82015
From well to better, the space of ideals
R Carroy, Y Pequignot
Fundamenta Mathematicae 227 (3), 247-270, 2014
82014
Understanding Interventional TreeSHAP: How and Why it Works
G Laberge, Y Pequignot
arXiv preprint arXiv:2209.15123, 2022
62022
Partial order: Finding Consensus among Uncertain Feature Attributions
G Laberge, Y Pequignot, F Khomh, M Marchand, A Mathieu
arXiv preprint arXiv:2110.13369, 2021
52021
Well, better and in-between
R Carroy, Y Pequignot
Well-Quasi Orders in Computation, Logic, Language and Reasoning: A Unifying …, 2020
22020
Implicit variational inference: the parameter and the predictor space
Y Pequignot, M Alain, P Dallaire, A Yeganehparast, P Germain, ...
Preprint.(https://arxiv. org/abs/2010.12995), 2020
12020
Théorie spectrale
Y Pequignot
12008
Tackling the XAI Disagreement Problem with Regional Explanations
G Laberge, YB Pequignot, M Marchand, F Khomh
International Conference on Artificial Intelligence and Statistics, 2017-2025, 2024
2024
Layerwise Early Stopping for Test Time Adaptation
S Sahoo, M Elaraby, J Ngnawe, Y Pequignot, F Precioso, C Gagné
arXiv preprint arXiv:2404.03784, 2024
2024
GROOD: GRadient-aware Out-Of-Distribution detection in interpolated manifolds
M ElAraby, S Sahoo, Y Pequignot, P Novello, L Paull
arXiv preprint arXiv:2312.14427, 2023
2023
Partial Order in Chaos: Consensus on Feature Attributions in the Rashomon Set
G Laberge, Y Pequignot, A Mathieu, F Khomh, M Marchand
Journal of Machine Learning Research 24 (364), 1-50, 2023
2023
Out-of-distribution detection for regression tasks: parameter versus predictor entropy
Y Pequignot, M Alain, P Dallaire, A Yeganehparast, P Germain, ...
arXiv preprint arXiv:2010.12995, 2020
2020
Embeddability on functions: Order and chaos
R Carroy, Y Pequignot, Z Vidnyánszky
Transactions of the American Mathematical Society 371 (9), 6711-6738, 2019
2019
Shift and Better quasi-order
Y Pequignot
2014
Duality and the equational theory of regular languages
Y Pequignot
PhDs in Logic III, IfColog Proceedings 2 (Future Directions for Logic), 2011
2011
DÉTERMINATION PROJECTIVE
Y PEQUIGNOT
Ecole Polytechnique Fédérale de Lausanne, 2010
2010
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