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Yann Pequignot

Yann Batiste Pequignot

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Journal Articles

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2022
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  - journals/ase/TambonLANMPKAML22
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  - https://dblp.org/rec/journals/ase/TambonLANMPKAML22
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): 38 (2022)
2015
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Yann Pequignot:
A Wadge hierarchy for second countable spaces. Arch. Math. Log. 54(5-6): 659-683 (2015)

Conference and Workshop Papers

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2024
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  dblp key:
  - conf/aistats/LabergePMK24
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Gabriel Laberge, Yann Batiste Pequignot, Mario Marchand, Foutse Khomh:
Tackling the XAI Disagreement Problem with Regional Explanations. AISTATS 2024: 2017-2025

Informal and Other Publications

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2024
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  - journals/corr/abs-2404-03784
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Sabyasachi Sahoo, Mostafa ElAraby, Jonas Ngnawe, Yann Pequignot, Frederic Precioso, Christian Gagné:
Layerwise Early Stopping for Test Time Adaptation. CoRR abs/2404.03784 (2024)
2023
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  - journals/corr/abs-2312-14427
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Mostafa ElAraby, Sabyasachi Sahoo, Yann Pequignot, Paul Novello, Liam Paull:
GROOD: GRadient-aware Out-Of-Distribution detection in interpolated manifolds. CoRR abs/2312.14427 (2023)
2022
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  - journals/corr/abs-2209-15123
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Gabriel Laberge, Yann Pequignot:
Understanding Interventional TreeSHAP : How and Why it Works. CoRR abs/2209.15123 (2022)
2021
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  - journals/corr/abs-2107-12045
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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 abs/2107.12045 (2021)
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  - journals/corr/abs-2110-13369
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Gabriel Laberge, Yann Pequignot, Foutse Khomh, Mario Marchand, Alexandre Mathieu:
Partial order: Finding Consensus among Uncertain Feature Attributions. CoRR abs/2110.13369 (2021)
2020
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  - journals/corr/abs-2010-12995
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Yann Pequignot, Mathieu Alain, Patrick Dallaire, Alireza Yeganehparast, Pascal Germain, Josée Desharnais, François Laviolette:
Implicit Variational Inference: the Parameter and the Predictor Space. CoRR abs/2010.12995 (2020)

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