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Apprentissage de réseaux de préférences ceteris paribus

Frédéric Koriche , Bruno Zanuttini
Journées d'Intelligence Artificielle Fondamentale (IAF 2008), 2008, France. pp.8
Conference papers hal-00995241v1
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Learning Conditional Preference Networks

Frédéric Koriche , Bruno Zanuttini
Artificial Intelligence, 2010, 174 (11), pp.685-703. ⟨10.1016/j.artint.2010.04.019⟩
Journal articles lirmm-00485498v1
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Robust $k$-DNF Learning via Inductive Belief Merging

Frédéric Koriche , Joël Quinqueton
ECML: European Conference on Machine Learning, Sep 2003, Dubrovnik, Croatia. pp.229-240, ⟨10.1007/978-3-540-39857-8_22⟩
Conference papers lirmm-00269706v1

Stochastic Constraint Programming for General Game Playing with Imperfect Information

Frédéric Koriche , Sylvain Lagrue , Eric Piette , Sébastien Tabary
General Intelligence in Game-Playing Agents - workshop at IJCAI'16 (GIGA'16), 2016, New York, Unknown Region
Conference papers hal-03300751v1
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Learning linear classifiers with ternary weights from Metagenomic Data

Yann Chevaleyre , Frédéric Koriche , Jean-Daniel Zucker
Conférence Francophone sur l'Apprentissage Automatique - CAp 2012, Laurent Bougrain, May 2012, Nancy, France. 16 p
Conference papers hal-00745449v1

Abduction

Frédéric Koriche , Jean Sallantin
Dictionnaire d'Histoire et Philosophie des Sciences (4e), pp.1-4, 2006
Book sections lirmm-00378904v1
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Heuristiques de recherche : un bandit pour les gouverner toutes

Hugues Wattez , Frédéric Koriche , Christophe Lecoutre , Anastasia Paparrizou , Sébastien Tabary
15es Journées Francophones de Programmation par Contraintes – JFPC 2019, Jun 2019, Albi, France
Conference papers hal-02414288v1

Compiling Constraint Networks into Multivalued Decomposable Decision Graphs

Frédéric Koriche , Jean-Marie Lagniez , Pierre Marquis , Samuel Thomas
24th International Joint Conference on Artificial Intelligence (IJCAI'15), 2015, Buenos Aires, Argentina. pp.332-338
Conference papers hal-03300749v1

WoodStock : un programme-joueur générique

Frédéric Koriche , Sylvain Lagrue , Eric Piette , Sébastien Tabary
Revue d'intelligence artificielle (RIA), 2017, 31 (3), pp.281-310
Journal articles hal-03300753v1
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Constraint Acquisition

Christian Bessiere , Frédéric Koriche , Nadjib Lazaar , Barry O'Sullivan
Artificial Intelligence, 2017, 244, pp.315-342. ⟨10.1016/j.artint.2015.08.001⟩
Journal articles lirmm-01276188v1
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Branch and Learn pour l'acquisition de CSP

Christian Bessiere , Remi Coletta , Frédéric Koriche , Arnaud Lallouet , Matthieu Lopez
8èmes Journées Francophones de Programmation par Contraintes (JFPC 2012), May 2012, Toulouse, France. pp.64-73
Conference papers lirmm-00752314v1

Un modèle efficace de normes pour les systèmes multi-agents organisationnels

Frédéric Koriche , Jacques Ferber , John Tranier
Revue des Sciences et Technologies de l'Information - Série ISI : Ingénierie des Systèmes d'Information, 2003, 8 (RSTI2), pp.205-217
Journal articles lirmm-00326424v1

Programmation par contraintes stochastiques pour le General Game Playing avec informations incomplètes

Frédéric Koriche , Sylvain Lagrue , Eric Piette , Sébastien Tabary
12èmes Journée Francophone de Programmation par Contraintes (JFPC'16), 2016, Montpellier, Région indéterminée. pp.7-16
Conference papers hal-03300755v1
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Rounding Methods for Discrete Linear Classification (Extended Version)

Yann Chevaleyre , Frederic Koriche , Jean-Daniel Zucker
2013
Reports hal-00771012v2

Compiling Strategic Games with Complete Information into Stochastic CSPs

Frédéric Koriche , Sylvain Lagrue , Eric Piette , Sébastien Tabary
AAAI-15 Workshop on Planning, Search, and Optimization (PlanSOpt-15), 2015, Austin, Unknown Region
Conference papers hal-03300752v1

Symmetry-Driven Decision Diagrams for Knowledge Compilation

Anicet Bart , Frédéric Koriche , Jean-Marie Lagniez , Pierre Marquis
21st European Conference on Artificial Intelligence (ECAI'14), 2014, Prague, Czech Republic. pp.51-56
Conference papers hal-03300750v1
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Sur la Compilation de Jeux de Prédiction Combinatoire

Frédéric Koriche
Journées Francophones sur la Planification, la Décision et l'Apprentissage pour la conduite de systèmes (JFPDA 2018), Jul 2018, Nancy, France
Conference papers hal-01840835v1
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Learning Variable Ordering Heuristics with Multi-Armed Bandits and Restarts

Hugues Wattez , Frédéric Koriche , Christophe Lecoutre , Anastasia Paparrizou , Sébastien Tabary
ECAI 2020 - 24th European Conference on Artificial Intelligence, Aug 2020, Santiago de Compostela ( virtual ), Spain. ⟨10.3233/FAIA200115⟩
Conference papers hal-03096124v1

Knowledge Compilation for Model Counting: Affine Decision Trees

Frédéric Koriche , Jean-Marie Lagniez , Pierre Marquis , Samuel Thomas
23rd International Joint Conference on Artificial Intelligence (IJCAI'13), 2013, Beijing, China. pp.947-953
Conference papers hal-00866468v1

Résolution de SCSP avec borne de confiance pour les jeux de stratégie

Frédéric Koriche , Sylvain Lagrue , Eric Piette , Sébastien Tabary
11èmes Journées Francophones de Programmation par Contraintes (JFPC'15), 2015, Bordeaux, France
Conference papers hal-03300756v1

Online Feature Selection by Adaptive Sub-gradient Methods

Tingting Zhai , Hao Wang , Frédéric Koriche , Yang Gao
Machine Learning and Knowledge Discovery in Databases - European Conference (ECML-PKDD), 2018, Unknown, Ireland
Conference papers hal-03300745v1
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Learning to Assign Degrees of Belief in Relational Domains (Extended Abstract)

Frédéric Koriche
ILP: Inductive Logic Programming, 2007, Corvallis, Oregon, United States. pp.15-29
Conference papers lirmm-00180722v2
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Learning to Assign Degrees of Belief in Relational Domains

Frédéric Koriche
Machine Learning, 2008, 73, pp.25-53. ⟨10.1007/s10994-008-5075-5⟩
Journal articles lirmm-00315926v1
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Approximate Coherence-Based Reasoning

Frédéric Koriche
Journal of Applied Non-Classical Logics, 2002, 12 (2), pp.239-258. ⟨10.3166/jancl.12.239-258⟩
Journal articles lirmm-00268549v1

Un Modèle Efficace de Normes pour les Systèmes Multi-Agents Organisationnels

John Tranier , Jacques Ferber , Frédéric Koriche
JFSMA: Journées Francophones sur les Systèmes Multi-Agents, Nov 2003, Hammamet, Tunisie. pp.205-218
Conference papers lirmm-00269682v1
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Online Rule Learning via Weighted Model Counting

Frédéric Koriche
ECAI'08: Eighteenth European Conference on Artificial Intelligence, Patras, Greece, pp.5-9
Conference papers lirmm-00315916v2

A Roadmap of Epistemic Logics for Learning Agents

Frédéric Koriche
ITS: Intelligent Tutoring Systems, Jun 2002, Biarritz, France. pp.6-7, ⟨10.1007/3-540-47987-2_4⟩
Conference papers istex lirmm-00090345v1

General Game Playing with Stochastic CSP

Frédéric Koriche , Sylvain Lagrue , Eric Piette , Sébastien Tabary
Constraints, 2016, 21 (1), pp.95--114
Journal articles hal-03300744v1

Relational networks of conditional preferences

Frédéric Koriche
Machine Learning, 2012, 89 (3), pp.233-255. ⟨10.1007/s10994-012-5309-4⟩
Journal articles hal-00869369v1

Online Closure-Based Learning of Relational Theories

Frédéric Koriche
ILP: Inductive Logic Programming, Aug 2005, Bonn, Germany. pp.172-189
Conference papers lirmm-00106091v1