Follow
Marcin Detyniecki, Ph.D.
Marcin Detyniecki, Ph.D.
Head of R&D, @AXA + Associate researcher, @Sorbonne_Université, @CNRS, @Polish_Academy_of_Science
Verified email at axa.com - Homepage
Title
Cited by
Cited by
Year
The dangers of post-hoc interpretability: Unjustified counterfactual explanations
T Laugel, MJ Lesot, C Marsala, X Renard, M Detyniecki
arXiv preprint arXiv:1907.09294, 2019
2572019
Mathematical aggregation operators and their application to video querying
M Detyniecki, DB Bouchon-meunier, DR Yager, RH Prade
Universite Curie, 2000
2302000
Ranking fuzzy numbers using α-weighted valuations
M Detyniecki, RR Yager
International Journal of uncertainty, Fuzziness and knowledge-Based systems …, 2000
1772000
Fundamentals on aggregation operators
M Detyniecki
This manuscript is based on Detyniecki’s doctoral thesis and can be …, 2001
1492001
Comparison-based inverse classification for interpretability in machine learning
T Laugel, MJ Lesot, C Marsala, X Renard, M Detyniecki
Information Processing and Management of Uncertainty in Knowledge-Based …, 2018
1422018
Inverse classification for comparison-based interpretability in machine learning
T Laugel, MJ Lesot, C Marsala, X Renard, M Detyniecki
arXiv preprint arXiv:1712.08443, 2017
1292017
Defining locality for surrogates in post-hoc interpretablity
T Laugel, X Renard, MJ Lesot, C Marsala, M Detyniecki
arXiv preprint arXiv:1806.07498, 2018
1222018
Imperceptible adversarial attacks on tabular data
V Ballet, X Renard, J Aigrain, T Laugel, P Frossard, M Detyniecki
arXiv preprint arXiv:1911.03274, 2019
1142019
A context-dependent method for ordering fuzzy numbers using probabilities
RR Yager, M Detyniecki, B Bouchon-Meunier
Information Sciences 138 (1-4), 237-255, 2001
1112001
Multimodal stress detection from multiple assessments
J Aigrain, M Spodenkiewicz, S Dubuisson, M Detyniecki, D Cohen, ...
IEEE Transactions on Affective Computing 9 (4), 491-506, 2016
1082016
Mobile museum guide based on fast SIFT recognition
B Ruf, E Kokiopoulou, M Detyniecki
Adaptive Multimedia Retrieval. Identifying, Summarizing, and Recommending …, 2010
752010
Contextualization and exploration of local feature importance explanations to improve understanding and satisfaction of non-expert users
C Bove, J Aigrain, MJ Lesot, C Tijus, M Detyniecki
Proceedings of the 27th international conference on intelligent user …, 2022
722022
Issues with post-hoc counterfactual explanations: a discussion
T Laugel, MJ Lesot, C Marsala, M Detyniecki
arXiv preprint arXiv:1906.04774, 2019
642019
Random-shapelet: an algorithm for fast shapelet discovery
X Renard, M Rifqi, W Erray, M Detyniecki
2015 IEEE international conference on data science and advanced analytics …, 2015
602015
Person-specific behavioural features for automatic stress detection
J Aigrain, S Dubuisson, M Detyniecki, M Chetouani
2015 11th IEEE international conference and workshops on automatic face and …, 2015
582015
Fairness-Aware Neural R\'eyni Minimization for Continuous Features
V Grari, B Ruf, S Lamprier, M Detyniecki
arXiv preprint arXiv:1911.04929, 2019
572019
A comparative study of diversity methods for hybrid text and image retrieval approaches
S Tollari, P Mulhem, M Ferecatu, H Glotin, M Detyniecki, P Gallinari, ...
Evaluating Systems for Multilingual and Multimodal Information Access: 9th …, 2009
462009
Detecting adversarial examples and other misclassifications in neural networks by introspection
J Aigrain, M Detyniecki
arXiv preprint arXiv:1905.09186, 2019
432019
Weather-based solar energy prediction
M Detyniecki, C Marsala, A Krishnan, M Siegel
2012 IEEE International Conference on Fuzzy Systems, 1-7, 2012
402012
Towards the right kind of fairness in AI
B Ruf, M Detyniecki
arXiv preprint arXiv:2102.08453, 2021
382021
The system can't perform the operation now. Try again later.
Articles 1–20