Frédéric Koriche

58 papers A* 11A 9B 7C 1Journal 15Unranked 13

Year	Rank	Type	Title / Venue / Authors
2025	A	`conf`	Probabilistic Explanations for Regression Models. UAI Frédéric Koriche, Jean-Marie Lagniez, Chi Tran
2024	—	`conf`	Approximation des explications probabilistes via la minimisation super-modulaire. EGC Louenas Bounia, Frédéric Koriche
2024	—	`conf`	Learning Model Agnostic Explanations via Constraint Programming. ECML/PKDD (4) Frédéric Koriche, Jean-Marie Lagniez, Stefan Mengel, Chi Tran
2024	J	`jnl`	Learning Model Agnostic Explanations via Constraint Programming. CoRR Frédéric Koriche, Jean-Marie Lagniez, Stefan Mengel, Chi Tran
2023	A	`conf`	Approximating probabilistic explanations via supermodular minimization. UAI Louenas Bounia, Frédéric Koriche
2023	—	`conf`	Sur les explications abductives préférées pour les arbres de décision et les forêts aléatoires. EGC Gilles Audemard, Steve Bellart, Louenas Bounia, Frédéric Koriche, Jean-Marie Lagniez, Pierre Marquis
2022	A*	`conf`	Best Heuristic Identification for Constraint Satisfaction. IJCAI Frédéric Koriche, Christophe Lecoutre, Anastasia Paparrizou, Hugues Wattez
2022	—	`conf`	Les raisons majoritaires : des explications abductives pour les forêts aléatoires. EGC Gilles Audemard, Steve Bellart, Louenas Bounia, Frédéric Koriche, Jean-Marie Lagniez, Pierre Marquis
2022	A*	`conf`	On Preferred Abductive Explanations for Decision Trees and Random Forests. IJCAI Gilles Audemard, Steve Bellart, Louenas Bounia, Frédéric Koriche, Jean-Marie Lagniez, Pierre Marquis
2022	J	`jnl`	On the explanatory power of Boolean decision trees. Data Knowl. Eng. Gilles Audemard, Steve Bellart, Louenas Bounia, Frédéric Koriche, Jean-Marie Lagniez, Pierre Marquis
2022	J	`jnl`	Online active classification via margin-based and feature-based label queries. Mach. Learn. Tingting Zhai, Frédéric Koriche, Yang Gao, Junwu Zhu, Bin Li
2022	—	`conf`	Sur le pouvoir explicatif des arbres de décision. EGC Gilles Audemard, Steve Bellart, Louenas Bounia, Frédéric Koriche, Jean-Marie Lagniez, Pierre Marquis
2022	A*	`conf`	Trading Complexity for Sparsity in Random Forest Explanations. AAAI Gilles Audemard, Steve Bellart, Louenas Bounia, Frédéric Koriche, Jean-Marie Lagniez, Pierre Marquis
2021	A*	`conf`	On the Computational Intelligibility of Boolean Classifiers. KR Gilles Audemard, Steve Bellart, Louenas Bounia, Frédéric Koriche, Jean-Marie Lagniez, Pierre Marquis
2021	J	`jnl`	On the Computational Intelligibility of Boolean Classifiers. CoRR Gilles Audemard, Steve Bellart, Louenas Bounia, Frédéric Koriche, Jean-Marie Lagniez, Pierre Marquis
2021	J	`jnl`	On the Explanatory Power of Decision Trees. CoRR Gilles Audemard, Steve Bellart, Louenas Bounia, Frédéric Koriche, Jean-Marie Lagniez, Pierre Marquis
2021	J	`jnl`	Trading Complexity for Sparsity in Random Forest Explanations. CoRR Gilles Audemard, Steve Bellart, Louenas Bounia, Frédéric Koriche, Jean-Marie Lagniez, Pierre Marquis
2020	A	`conf`	Learning Variable Ordering Heuristics with Multi-Armed Bandits and Restarts. ECAI Hugues Wattez, Frédéric Koriche, Christophe Lecoutre, Anastasia Paparrizou, Sébastien Tabary
2020	A*	`conf`	On Tractable XAI Queries based on Compiled Representations. KR Gilles Audemard, Frédéric Koriche, Pierre Marquis
2020	—	`ch.`	Statistical Computational Learning. A Guided Tour of Artificial Intelligence Research (1) (I) Antoine Cornuéjols, Frédéric Koriche, Richard Nock
2019	J	`jnl`	Tracking Sparse Linear Classifiers. IEEE Trans. Neural Networks Learn. Syst. Tingting Zhai, Frédéric Koriche, Hao Wang, Yang Gao
2018	A*	`conf`	Compiling Combinatorial Prediction Games. ICML Frédéric Koriche
2018	—	`conf`	Online Feature Selection by Adaptive Sub-gradient Methods. ECML/PKDD (2) Tingting Zhai, Hao Wang, Frédéric Koriche, Yang Gao
2018	—	`conf`	Sur la Compilation de Jeux de Prédiction Combinatoire. JFPDA Frédéric Koriche
2017	J	`jnl`	Constraint acquisition. Artif. Intell. Christian Bessiere, Frédéric Koriche, Nadjib Lazaar, Barry O'Sullivan
2017	A*	`conf`	Constraint-Based Symmetry Detection in General Game Playing. IJCAI Frédéric Koriche, Sylvain Lagrue, Éric Piette, Sébastien Tabary
2017	J	`jnl`	WoodStock : un programme-joueur générique. Rev. d'Intelligence Artif. Frédéric Koriche, Sylvain Lagrue, Éric Piette, Sébastien Tabary
2016	A	`conf`	An Improved CNF Encoding Scheme for Probabilistic Inference. ECAI Anicet Bart, Frédéric Koriche, Jean-Marie Lagniez, Pierre Marquis
2016	A	`conf`	Fixed-Parameter Tractable Optimization Under DNNF Constraints. ECAI Frédéric Koriche, Daniel Le Berre, Emmanuel Lonca, Pierre Marquis
2016	J	`jnl`	General game playing with stochastic CSP. Constraints An Int. J. Frédéric Koriche, Sylvain Lagrue, Éric Piette, Sébastien Tabary
2016	A	`conf`	Online Forest Density Estimation. UAI Frédéric Koriche
2015	A*	`conf`	Compiling Constraint Networks into Multivalued Decomposable Decision Graphs. IJCAI Frédéric Koriche, Jean-Marie Lagniez, Pierre Marquis, Samuel Thomas
2014	A	`conf`	Symmetry-Driven Decision Diagrams for Knowledge Compilation. ECAI Anicet Bart, Frédéric Koriche, Jean-Marie Lagniez, Pierre Marquis
2013	A*	`conf`	Knowledge Compilation for Model Counting: Affine Decision Trees. IJCAI Frédéric Koriche, Jean-Marie Lagniez, Pierre Marquis, Samuel Thomas
2013	—	`conf`	Rounding Methods for Discrete Linear Classification. ICML (1) Yann Chevaleyre, Frédéric Koriche, Jean-Daniel Zucker
2012	J	`jnl`	Relational networks of conditional preferences. Mach. Learn. Frédéric Koriche
2011	B	`conf`	Relational Networks of Conditional Preferences - (Extended Abstract). ILP Frédéric Koriche
2010	—	`ch.`	Learning Ordinal Preferences on Multiattribute Domains: The Case of CP-nets. Preference Learning Yann Chevaleyre, Frédéric Koriche, Jérôme Lang, Jérôme Mengin, Bruno Zanuttini
2010	J	`jnl`	Learning conditional preference networks. Artif. Intell. Frédéric Koriche, Bruno Zanuttini
2009	A*	`conf`	Learning Conditional Preference Networks with Queries. IJCAI Frédéric Koriche, Bruno Zanuttini
2008	J	`jnl`	Learning to assign degrees of belief in relational domains. Mach. Learn. Frédéric Koriche
2008	A	`conf`	Online Rule Learning via Weighted Model Counting. ECAI Frédéric Koriche
2007	B	`conf`	Learning to Assign Degrees of Belief in Relational Domains. ILP Frédéric Koriche
2006	A*	`conf`	Acquiring Constraint Networks Using a SAT-based Version Space Algorithm. AAAI Christian Bessiere, Remi Coletta, Frédéric Koriche, Barry O'Sullivan
2005	—	`conf`	A SAT-Based Version Space Algorithm for Acquiring Constraint Satisfaction Problems. ECML Christian Bessiere, Remi Coletta, Frédéric Koriche, Barry O'Sullivan
2005	B	`conf`	Online Closure-Based Learning of Relational Theories. ILP Frédéric Koriche
2004	A	`conf`	Bias Windowing for Relational Learning. ECAI Frédéric Koriche
2003	—	`conf`	Robust ECML Frédéric Koriche, Joël Quinqueton
2003	J	`jnl`	Un modèle efficace de normes pour les systèmes multi-agents organisationnels. Tech. Sci. Informatiques Jacques Ferber, Frédéric Koriche, John Tranier
2002	B	`conf`	A Roadmap of Epistemic Logics for Learning Agents. Intelligent Tutoring Systems Frédéric Koriche
2002	J	`jnl`	Approximate coherence-based reasoning. J. Appl. Non Class. Logics Frédéric Koriche
2001	B	`conf`	A Logic for Approximate First-Order Reasoning. CSL Frédéric Koriche
2001	C	`conf`	On Anytime Coherence-Based Reasoning. ECSQARU Frédéric Koriche
1998	B	`conf`	A Logic for Anytime Deduction and Anytime Compilation. JELIA Frédéric Koriche
1997	—	`conf`	Approximate Reasoning about Combined Knowledge. ATAL Frédéric Koriche
1997	B	`conf`	Fault-Tolerant and Approximate Reasoning in Multi-Source Environments. CoopIS Frédéric Koriche
1997	—	`conf`	Modeling Knowledge Merging Systems. DEXA Workshop Frédéric Koriche
1995	—	`conf`	Développement d'une méthode de modélisation pour le problème de la coopération entre systèmes d'information. INFORSID Frédéric Koriche