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- Marcin Detyniecki
LIP6, Paris, France
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Publication search results
found 148 matches
- 2024
- Vincent Grari, Marcin Detyniecki:
OptiGrad: A Fair and more Efficient Price Elasticity Optimization via a Gradient Based Learning. CoRR abs/2404.10275 (2024) - 2023
- Guilherme A. Thomaz, Matheus B. Guerra, Matteo Sammarco, Marcin Detyniecki, Miguel Elias M. Campista:
Tamper-proof access control for IoT clouds using enclaves. Ad Hoc Networks 147: 103191 (2023) - Adulam Jeyasothy, Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Marcin Detyniecki:
A general framework for personalising post hoc explanations through user knowledge integration. Int. J. Approx. Reason. 160: 108944 (2023) - Vincent Grari, Sylvain Lamprier, Marcin Detyniecki:
Adversarial learning for counterfactual fairness. Mach. Learn. 112(3): 741-763 (2023) - Fernando Molano Ortiz, Matteo Sammarco, Luís Henrique M. K. Costa, Marcin Detyniecki:
Applications and Services Using Vehicular Exteroceptive Sensors: A Survey. IEEE Trans. Intell. Veh. 8(1): 949-969 (2023) - Thibault Laugel, Adulam Jeyasothy, Marie-Jeanne Lesot, Christophe Marsala, Marcin Detyniecki:
Achieving Diversity in Counterfactual Explanations: a Review and Discussion. FAccT 2023: 1859-1869 - Boris Ruf, Marcin Detyniecki:
Open and Linked Data Model for Carbon Footprint Scenarios. ICAIT 2023: 423-427 - Arthur Chevalley, Ciprian Tomoiaga, Marcin Detyniecki, Marc Rußwurm, Devis Tuia:
Improving Few-Shot Object Detection with Object Part Proposals. IGARSS 2023: 6502-6505 - Clara Bove, Marie-Jeanne Lesot, Charles Albert Tijus, Marcin Detyniecki:
Investigating the Intelligibility of Plural Counterfactual Examples for Non-Expert Users: an Explanation User Interface Proposition and User Study. IUI 2023: 188-203 - Natasa Krco, Thibault Laugel, Jean-Michel Loubes, Marcin Detyniecki:
When Mitigating Bias is Unfair: A Comprehensive Study on the Impact of Bias Mitigation Algorithms. CoRR abs/2302.07185 (2023) - Thibault Laugel, Adulam Jeyasothy, Marie-Jeanne Lesot, Christophe Marsala, Marcin Detyniecki:
Achieving Diversity in Counterfactual Explanations: a Review and Discussion. CoRR abs/2305.05840 (2023) - Boris Ruf, Marcin Detyniecki:
Open and Linked Data Model for Carbon Footprint Scenarios. CoRR abs/2310.01278 (2023) - Vincent Grari, Thibault Laugel, Tatsunori Hashimoto, Sylvain Lamprier, Marcin Detyniecki:
On the Fairness ROAD: Robust Optimization for Adversarial Debiasing. CoRR abs/2310.18413 (2023) - 2022
- Thomas Bärecke, Marcin Detyniecki:
Graph Matching with Distance-Preserving Crossover. Complex Syst. 31(2): 219-246 (2022) - Leonardo Solé, Matteo Sammarco, Marcin Detyniecki, Miguel Elias M. Campista:
Towards drivers' safety with multi-criteria car navigation systems. Future Gener. Comput. Syst. 135: 1-9 (2022) - Boris Ruf, Marcin Detyniecki:
A Tool Bundle for AI Fairness in Practice. CHI Extended Abstracts 2022: 191:1-191:3 - Vincent Grari, Sylvain Lamprier, Marcin Detyniecki:
Fairness without the Sensitive Attribute via Causal Variational Autoencoder. IJCAI 2022: 696-702 - Adulam Jeyasothy, Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Marcin Detyniecki:
Integrating Prior Knowledge in Post-hoc Explanations. IPMU (2) 2022: 707-719 - Clara Bove, Jonathan Aigrain, Marie-Jeanne Lesot, Charles Tijus, Marcin Detyniecki:
Contextualization and Exploration of Local Feature Importance Explanations to Improve Understanding and Satisfaction of Non-Expert Users. IUI 2022: 807-819 - Luana Gantert, Matteo Sammarco, Marcin Detyniecki, Miguel Elias M. Campista:
Super Learner Ensemble for Sound Classification using Spectral Features. LATINCOM 2022: 1-6 - Adulam Jeyasothy, Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Marcin Detyniecki:
Intégration de connaissances dans les méthodes d'explications post-hoc. LFA 2022 - Yves Rychener, Xavier Renard, Djamé Seddah, Pascal Frossard, Marcin Detyniecki:
On the Granularity of Explanations in Model Agnostic NLP Interpretability. PKDD/ECML Workshops (1) 2022: 498-512 - Vincent Grari, Arthur Charpentier, Sylvain Lamprier, Marcin Detyniecki:
A fair pricing model via adversarial learning. CoRR abs/2202.12008 (2022) - Adulam Jeyasothy, Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Marcin Detyniecki:
Integrating Prior Knowledge in Post-hoc Explanations. CoRR abs/2204.11634 (2022) - 2021
- Vincent Grari, Oualid El Hajouji, Sylvain Lamprier, Marcin Detyniecki:
Enforcing Individual Fairness via Rényi Variational Inference. ICONIP (5) 2021: 608-616 - Clara Bove, Jonathan Aigrain, Marcin Detyniecki:
Building Trust in Artificial Conversational Agents. IUI Workshops 2021 - Clara Bove, Jonathan Aigrain, Marie-Jeanne Lesot, Charles Tijus, Marcin Detyniecki:
Contextualising local explanations for non-expert users: an XAI pricing interface for insurance. IUI Workshops 2021 - Vincent Grari, Oualid El Hajouji, Sylvain Lamprier, Marcin Detyniecki:
Learning Unbiased Representations via Rényi Minimization. ECML/PKDD (2) 2021: 749-764 - Tom Vermeire, Thibault Laugel, Xavier Renard, David Martens, Marcin Detyniecki:
How to Choose an Explainability Method? Towards a Methodical Implementation of XAI in Practice. PKDD/ECML Workshops (1) 2021: 521-533 - Kaylani Bochie, Matteo Sammarco, Marcin Detyniecki, Miguel Elias M. Campista:
Análise do Aprendizado Federado em Redes Móveis. SBRC 2021: 71-84
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