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Abductive Explanations of Classifiers under Constraints: Complexity and Properties

Martin Cooper , Leila Amgoud
26th European Conference on Artificial Intelligence (ECAI 2023), European Association for Artificial Intelligence (EurAI); Polish Artificial Intelligence Society (PSSI), Sep 2023, Krakow, Poland. à paraître
Conference papers hal-04210428v1
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Predicate-based explanation of a Reinforcement Learning agent via action importance evaluation

Léo Saulières , Martin C Cooper , Florence Dupin de Saint Cyr
4th workshop on Advances in Interpretable Machine Learning and Artificial Intelligence (AIMLAI 2023) @ ECML/PKDD conference, Sep 2023, Turin, Italy. à paraître
Conference papers hal-04170188v1

An Equivalence Class of Gradual Semantics

Leila Amgoud , Vivien Beuselinck
7th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU 2023), Sep 2023, Arras, France. à paraître
Conference papers hal-04210432v1
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MSE * * : Multi-modal semantic embeddings for datasets with several positive matchings

Jérémie Huteau , Adrian Basarab , Florence Dupin de Saint Cyr - Bannay
Sanju Tiwari; Fernando Ortiz Rodriguez; Sarra Ben Abbes; Patience Usoro Usip; Rim Hantach. Semantic AI in Knowledge Graphs, Taylor & Francis Group, pp.91-110, 2023, 978-1003313267. ⟨10.1201/9781003313267-4⟩
Book sections hal-04166570v1
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Belief revision and incongruity: is it a joke?

Florence Dupin de Saint Cyr - Bannay , Henri Prade
Journal of Applied Non-Classical Logics, 2023, Special issue in honour of Philippe Besnard, pp.1-28. ⟨10.1080/11663081.2023.2244379⟩
Journal articles hal-04195804v1

Parameterized Gradual Semantics Dealing with Varied Degrees of Compensation

Leila Amgoud , Dragan Doder , Srdjan Vesic
32nd International Joint Conference on Artificial Intelligence (IJCAI 2023), Aug 2023, Macao, China. à paraître
Conference papers hal-04096981v1

Leveraging Argumentation for Generating Robust Sample-based Explanations.

Leila Amgoud , Philippe Muller , Henri Trenquier
32nd International Joint Conference on Artificial Intelligence (IJCAI 2023), Aug 2023, Macao, China. à paraître
Conference papers hal-04096982v1

RAFDivider : a distributed algorithm for computing semantics in higher-order abstract argumentation frameworks

Sylvie Doutre , Marie-Christine Lagasquie-Schiex
Journal of Applied Non-Classical Logics, 2023, pp.1-54. ⟨10.1080/11663081.2023.2244715⟩
Journal articles hal-04184838v1

Using a haptic dynamic clamp to reduce arousal: preference, arousal, and coordination stability are related

Clement Blanc , Jean-Christophe Buisson , Jeanne Kruck , Viviane Kostrubiec
Experimental Brain Research, 2023, 241 (8), pp.2033-2044. ⟨10.1007/s00221-023-06631-8⟩
Journal articles hal-04201553v1
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Explainability is NOT a Game

Joao Marques-Silva , Xuanxiang Huang
2023
Preprints, Working Papers, ... hal-04154767v2
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Classes of Explanations for the Verification Problem in Abstract Argumentation

Sylvie Doutre , Théo Duchatelle , Marie-Christine Lagasquie-Schiex
Journées d’Intelligence Artificielle Fondamentale (JIAF 2023), Association française pour l'intelligence artificielle (AFIA), Jul 2023, Strasboug, France. pp.1-10
Conference papers hal-04192609v1
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Éléments d'état de l'art sur l'extraction et la modélisation de règles formelles à partir de textes légaux

Nathalie Aussenac-Gilles , Jérémy Bouché-Pillon , Pascale Zaraté , Yannick Chevallier , Pierre-Ves Gicquel
34es Journées francophones d'Ingénierie des Connaissances (IC 2023) @ PFIA 2023, Collège SIC (Science de l'Ingénierie des Connaissances) de l'AFIA, Jul 2023, Strasbourg, France. pp.79-84
Conference papers hal-04153047v1

Preface to the Special Issue on Decision Support: Combining Technology and Algorithms to Solve Complex Problems

Milosz Kadziński , Rudolf Vetschera , Pascale Zaraté
International Transactions in Operational Research, 30 (6), , pp.3398-3399, 2023, ⟨10.1111/itor.13312⟩
Special issue hal-04186315v1

User acceptance test for software development in the agricultural domain using natural language processing

Leandro Antonelli , Guy Camilleri , Diego Torres , Pascale Zaraté
Journal of Decision Systems, 2023, pp.1-24. ⟨10.1080/12460125.2023.2229579⟩
Journal articles hal-04186376v1
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On the explainable properties of 1-Lipschitz Neural Networks: An Optimal Transport Perspective

Mathieu Serrurier , Franck Mamalet , Thomas Fel , Louis Béthune , Thibaut Boissin
2023
Preprints, Working Papers, ... hal-03693355v2
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DP-SGD Without Clipping: The Lipschitz Neural Network Way

Louis Béthune , Thomas Masséna , Thibaut Boissin , Corentin Friedrich , Franck Mamalet , et al.
2023
Preprints, Working Papers, ... hal-04130913v1
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Conservative parametric optimality and the ridge method for tame min-max problems

Edouard Pauwels
Set-Valued and Variational Analysis, 2023, 31 (19), ⟨10.1007/s11228-023-00682-3⟩
Journal articles hal-03186676v4
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Sharing Economy: How to support users in selecting the right transaction partner?

Shaofeng Liu , Pascale Zaraté , Daouda Kamissoko , Isabelle Linden , Jason Papathanasiou
9th International Conference on Decision Support System Technology (ICDSST 2023), EURO Working Group on Decision Support Systems (EWG-DSS); EURO, the Association of the European Operational Research Societies, May 2023, Albi, France. pp.1-7
Conference papers hal-04186411v1

Explainable Ensemble Classification Model based on Argumentation

Nadia Abchiche-Mimouni , Leila Amgoud , Farida Zehraoui
22nd International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2023), IFAAMAS: International Foundation for Autonomous Agents and Multiagent Systems, May 2023, Londres, United Kingdom. à paraître
Conference papers hal-03989890v1

Argument-based Explanation Functions

Leila Amgoud , Philippe Muller , Trenquier Henri
22nd International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2023), IFAAMAS: International Foundation for Autonomous Agents and Multiagent Systems, May 2023, Londre, United Kingdom
Conference papers hal-03989881v1
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Visual Explanations for Defence in Abstract Argumentation

Sylvie Doutre , Théo Duchatelle , Marie-Christine Lagasquie-Schiex
Noa Agmon; Bo An; Alessandro Ricci; William Yeoh. International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2023), May 2023, London, United Kingdom. IFAAMAS, Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, Poster Session I, pp.2346-2348, 2023, ⟨10.5555/3545946.3598929⟩
Conference poster hal-04122588v1

One-step differentiation of iterative algorithms

Jérôme Bolte , Edouard Pauwels , Samuel Vaiter
2023
Preprints, Working Papers, ... hal-04104382v1
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Mutual Information Measure for Image Segmentation Using Few Labels

Eduardo Hugo Sanchez , Mathieu Serrurier , Mathias Ortner
2023
Preprints, Working Papers, ... hal-02892004v1

Système d'aide à la décision multicritère pour l'allocation de logements étudiants

Rolin Gabriel Rasoanaivo
Informatique [cs]. Université de Toulouse, 2023. Français. ⟨NNT : ⟩
Theses tel-04119898v1

Group Decision and Negotiation in the Era of Multimodal Interactions: 23rd International Conference on Group Decision and Negotiation, GDN 2023, Tokyo, Japan, June 11–15, 2023, Proceedings

Yu Maemura , Masahide Horita , Liping Fang , Pascale Zaraté
478, Springer Nature Switzerland, X, 175p., 2023, Lecture Notes in Business Information Processing, 978-3-031-33780-2. ⟨10.1007/978-3-031-33780-2⟩
Proceedings hal-04186391v1
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On the complexity of nonsmooth automatic differentiation

Jérôme Bolte , Ryan Boustany , Edouard Pauwels , Béatrice Pesquet-Popescu
International Conference on Learning Representations (ICLR 2023), International Conference on Learning Representations, May 2023, Kigali, Rwanda
Conference papers hal-03683640v3
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Incomplete Bipolar Argumentation Frameworks

Marie-Christine Lagasquie-Schiex , Jean-Guy Mailly , Antonio Yuste-Ginel
IRIT/RR--2023--01--FR, IRIT : Institut de Recherche en Informatique de Toulouse. 2023, pp.1-24
Reports hal-04104907v1

Gaussian Processes on Distributions based on Regularized Optimal Transport

François Bachoc , Louis Béthune , Alberto González-Sanz , Jean-Michel Loubes
26th International Conference on Artificial Intelligence and Statistics (AISTATS 2023), Apr 2023, Valencia, Spain. ⟨10.48550/arXiv.2210.06574⟩
Conference papers hal-03981114v1

Generic logical encoding for argumentation

Philippe Besnard , Sylvie Doutre , Théo Duchatelle , Marie-Christine Lagasquie-Schiex
Journal of Logic and Computation, 2023, 33 (3), pp.623-704. ⟨10.1093/logcom/exac039⟩
Journal articles hal-03746630v1

Explaining black-box classifiers: Properties and functions

Leila Amgoud
International Journal of Approximate Reasoning, 2023, 155 : special issue SI: Extended papers from the Sixteenth European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU 2021), pp.40-65. ⟨10.1016/j.ijar.2023.01.004⟩
Journal articles hal-03967209v1