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Scopus Author ID: 56380423300
ResearcherID: O-4445-2018

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Employment (4)

Université Laval: Québec, CA

2019-10-01 to present | Research Professional (Institut Intelligence et données)
Employment
Source: Self-asserted source
Yann Pequignot

McGill University: Montral, CA

2018-09-01 to 2019-06-01 | Postdoctoral researcher (Department of Mathematics and Statistics)
Employment
Source: Self-asserted source
Yann Pequignot

University of California Los Angeles: Los Angeles, CA, US

2017-03-01 to 2018-08-31 | Postdoc (Mathematics)
Employment
Source: Self-asserted source
Yann Pequignot

Universität Wien Kurt Gödel Research Center for Mathematical Logic: Wien, Wien, AT

2016-01-01 to 2016-10-31
Employment
Source: Self-asserted source
Yann Pequignot

Education and qualifications (3)

Université Paris Diderot: Paris, Île-de-France, FR

2015-07-23 | Doctorat en Sciences Matématiques
Education
Source: Self-asserted source
Yann Pequignot

École Polytechnique Fédérale de Lausanne: Lausanne, VD, CH

2010-07 | Master of Science en Mathématiques
Education
Source: Self-asserted source
Yann Pequignot

École Polytechnique Fédérale de Lausanne: Lausanne, VD, CH

2009-01 | Bachelor of Science en Mathématiques
Education
Source: Self-asserted source
Yann Pequignot

Works (19)

A well-quasi-order for continuous functions

arXiv
2024 | Other
DOI: 10.48550/arXiv.2410.13150
EID:

2-s2.0-85209036785

Part of ISSN: 23318422
Contributors: Carroy, R.; Pequignot, Y.
Source: Self-asserted source
Yann Pequignot via Scopus - Elsevier

Detecting Brittle Decisions for Free: Leveraging Margin Consistency in Deep Robust Classifiers

arXiv
2024 | Other
DOI: 10.48550/arXiv.2406.18451
EID:

2-s2.0-85198118137

Part of ISSN: 23318422
Contributors: Ngnawé, J.; Sahoo, S.; Pequignot, Y.; Precioso, F.; Gagné, C.
Source: Self-asserted source
Yann Pequignot via Scopus - Elsevier

Improving Out-of-Distribution Detection by Combining Existing Post-hoc Methods

arXiv
2024 | Other
DOI: 10.48550/arXiv.2407.07135
EID:

2-s2.0-85199650702

Part of ISSN: 23318422
Contributors: Novello, P.; Prudent, Y.; Dalmau, J.; Friedrich, C.; Pequignot, Y.
Source: Self-asserted source
Yann Pequignot via Scopus - Elsevier

Layerwise Early Stopping for Test Time Adaptation

arXiv
2024 | Other
DOI: 10.48550/arXiv.2404.03784
EID:

2-s2.0-85192861636

Part of ISSN: 23318422
Contributors: Sahoo, S.; ElAraby, M.; Ngnawe, J.; Pequignot, Y.; Precioso, F.; Gagné, C.
Source: Self-asserted source
Yann Pequignot via Scopus - Elsevier

Tackling the XAI Disagreement Problem with Regional Explanations

Proceedings of Machine Learning Research
2024 | Conference paper
EID:

2-s2.0-85194164113

Part of ISSN: 26403498
Contributors: Laberge, G.; Pequignot, Y.; Marchand, M.; Khomh, F.
Source: Self-asserted source
Yann Pequignot via Scopus - Elsevier

TrackPGD: A White-box Attack using Binary Masks against Robust Transformer Trackers

arXiv
2024 | Other
DOI: 10.48550/arXiv.2407.03946
EID:

2-s2.0-85199632602

Part of ISSN: 23318422
Contributors: Nokabadi, F.N.; Pequignot, Y.B.; Lalonde, J.-F.; Gagné, C.
Source: Self-asserted source
Yann Pequignot via Scopus - Elsevier

GROOD: GRadient-aware Out-Of-Distribution detection in interpolated manifolds

arXiv
2023 | Other
DOI: 10.48550/arXiv.2312.14427
EID:

2-s2.0-85181473297

Part of ISSN: 23318422
Contributors: ElAraby, M.; Sahoo, S.; Pequignot, Y.; Novello, P.; Paull, L.
Source: Self-asserted source
Yann Pequignot via Scopus - Elsevier

Understanding Interventional TreeSHAP: How and Why it Works

arXiv
2022 | Other
DOI: 10.48550/arXiv.2209.15123
EID:

2-s2.0-85146213495

Part of ISSN: 23318422
Contributors: Laberge, G.; Pequignot, Y.
Source: Self-asserted source
Yann Pequignot via Scopus - Elsevier

How to Certify Machine Learning Based Safety-critical Systems? A Systematic Literature Review

arXiv
2021 | Other
DOI: 10.48550/arxiv.2107.12045
EID:

2-s2.0-85171204570

Part of ISSN: 23318422
Contributors: Tambon, F.; Laberge, G.; An, L.; Nikanjam, A.; Mindom, P.S.N.; Pequignot, Y.; Khomh, F.; Antoniol, G.; Merlo, E.; Laviolette, F.
Source: Self-asserted source
Yann Pequignot via Scopus - Elsevier
grade
Preferred source (of 3)‎

Partial Order in Chaos: Consensus on Feature Attributions in the Rashomon Set

arXiv
2021 | Other
DOI: 10.48550/arXiv.2110.13369
EID:

2-s2.0-85185094596

Part of ISSN: 23318422
Contributors: Laberge, G.; Pequignot, Y.; Mathieu, A.; Khomh, F.; Marchand, M.
Source: Self-asserted source
Yann Pequignot via Scopus - Elsevier

Out-of-distribution detection for regression tasks: parameter versus predictor entropy

arXiv
2020 | Other
DOI: 10.48550/arXiv.2010.12995
EID:

2-s2.0-85174286653

Part of ISSN: 23318422
Contributors: Pequignot, Y.; Alain, M.; Dallaire, P.; Yeganehparast, A.; Germain, P.; Desharnais, J.; Laviolette, F.
Source: Self-asserted source
Yann Pequignot via Scopus - Elsevier

Well, Better and In-Between

Trends in Logic
2020 | Book chapter
DOI: 10.1007/978-3-030-30229-0_1
EID:

2-s2.0-85098680877

Part of ISSN: 22127313 15726126
Contributors: Carroy, R.; Pequignot, Y.
Source: Self-asserted source
Yann Pequignot via Scopus - Elsevier

Embeddability on functions: Order and chaos

Transactions of the American Mathematical Society
2019-01-16 | Journal article
DOI: 10.48550/arxiv.1802.08341
DOI: 10.1090/tran/7739
EID:

2-s2.0-85171096116

Part of ISSN: 23318422
Part of ISSN: 0002-9947
Part of ISSN: 1088-6850
EID:

2-s2.0-85065318910
Source: Self-asserted source
Yann Pequignot
grade
Preferred source (of 3)‎

Finite versus infinite: An insufficient shift

Advances in Mathematics
2017 | Journal article
DOI: 10.1016/j.aim.2017.08.044
EID:

2-s2.0-85033369175

Part of ISSN: 10902082 00018708
Contributors: Pequignot, Y.
Source: Self-asserted source
Yann Pequignot via Scopus - Elsevier
grade
Preferred source (of 2)‎

Towards better: A motivated introduction to better-quasi-orders

EMS Surveys in Mathematical Sciences
2017-11-13 | Journal article
DOI: 10.4171/emss/4-2-2
Part of ISSN: 2308-2151
Source: Self-asserted source
Yann Pequignot

A Wadge hierarchy for second countable spaces

Archive for Mathematical Logic
2015 | Journal article
DOI: 10.1007/s00153-015-0434-y
EID:

2-s2.0-84938955328

Part of ISSN: 14320665 09335846
Contributors: Pequignot, Y.
Source: Self-asserted source
Yann Pequignot via Scopus - Elsevier
grade
Preferred source (of 2)‎

From well to better, the space of ideals

Fundamenta Mathematicae
2014 | Journal article
DOI: 10.4064/fm227-3-2
EID:

2-s2.0-84907812037

Part of ISSN: 00162736
Contributors: Carroy, R.; Pequignot, Y.
Source: Self-asserted source
Yann Pequignot via Scopus - Elsevier
grade
Preferred source (of 2)‎

Duality and the equational theory of regular languages

PhDs in Logic III, IfColog Proceedings
2011 | Conference paper
Source: Self-asserted source
Yann Pequignot

Better-quasi-order: ideals and spaces

Dissertation or Thesis
Source: Self-asserted source
Yann Pequignot

Peer review (1 review for 1 publication/grant)

Review activity for Order. (1)
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