Zobrazeno 1 - 10
of 43
pro vyhledávání: '"Mengin, Jérôme"'
We view voting rules as classifiers that assign a winner (a class) to a profile of voters' preferences (an instance). We propose to apply techniques from formal explainability, most notably abductive and contrastive explanations, to identify minimal
Externí odkaz:
http://arxiv.org/abs/2408.12927
Publikováno v:
13th Multidisciplinary Workshop on Advances in Preference Handling, Jul 2022, Vienne, Austria
This paper considers the task of learning users' preferences on a combinatorial set of alternatives, as generally used by online configurators, for example. In many settings, only a set of selected alternatives during past interactions is available t
Externí odkaz:
http://arxiv.org/abs/2209.11505
Autor:
Baaj, Ismaïl, Bouraoui, Zied, Cornuéjols, Antoine, Denœux, Thierry, Destercke, Sébastien, Dubois, Didier, Lesot, Marie-Jeanne, Marques-Silva, João, Mengin, Jérôme, Prade, Henri, Schockaert, Steven, Serrurier, Mathieu, Strauss, Olivier, Vrain, Christel
Publikováno v:
In International Journal of Approximate Reasoning August 2024 171
Conditional preference statements have been used to compactly represent preferences over combinatorial domains. They are at the core of CP-nets and their generalizations, and lexicographic preference trees. Several works have addressed the complexity
Externí odkaz:
http://arxiv.org/abs/2102.04107
Autor:
Bouraoui, Zied, Cornuéjols, Antoine, Denœux, Thierry, Destercke, Sébastien, Dubois, Didier, Guillaume, Romain, Marques-Silva, João, Mengin, Jérôme, Prade, Henri, Schockaert, Steven, Serrurier, Mathieu, Vrain, Christel
This paper proposes a tentative and original survey of meeting points between Knowledge Representation and Reasoning (KRR) and Machine Learning (ML), two areas which have been developing quite separately in the last three decades. Some common concern
Externí odkaz:
http://arxiv.org/abs/1912.06612
Akademický článek
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Akademický článek
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In order to represent the preferences of a group of individuals, we introduce Probabilistic CP-nets (PCP-nets). PCP-nets provide a compact language for representing probability distributions over preference orderings. We argue that they are useful fo
Externí odkaz:
http://arxiv.org/abs/1309.6817
Publikováno v:
In Artificial Intelligence December 2018 265:18-44
Autor:
Fargier, Hélène, Mengin, Jérôme
Publikováno v:
Proceedings of the 20th International Conference on Autonomous Agents and Multiagent Systems
20th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2021)
20th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2021), International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), May 2021, Londres (virtual), United Kingdom
[Research Report] IRIT/RR--2021--02--FR, Institut de Recherche en Informatique de Toulouse (CNRS : UMR5505; INPT de Toulouse; Universités de Toulouse I, II et III). 2021
20th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2021)
20th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2021), International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), May 2021, Londres (virtual), United Kingdom
[Research Report] IRIT/RR--2021--02--FR, Institut de Recherche en Informatique de Toulouse (CNRS : UMR5505; INPT de Toulouse; Universités de Toulouse I, II et III). 2021
International audience; Conditional preference statements have been used to compactly represent preferences over combinatorial domains. They are at the core of CP-nets and their generalizations, and lexicographic preference trees. Several works have
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=arXiv_dedup_::777e7ea9342fe353cce352f41210e5e7
https://hal.archives-ouvertes.fr/hal-03160469/file/FargierMengin_aamas21.pdf
https://hal.archives-ouvertes.fr/hal-03160469/file/FargierMengin_aamas21.pdf