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ORCIDFrédéric Koriche
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2020 – today
- 2024
[c40]Louenas Bounia, Frédéric Koriche:
Approximation des explications probabilistes via la minimisation super-modulaire. EGC 2024: 361-368- [c39]Frédéric Koriche, Jean-Marie Lagniez, Stefan Mengel, Chi Tran:
Learning Model Agnostic Explanations via Constraint Programming. ECML/PKDD (4) 2024: 437-453 - [i4]Frédéric Koriche, Jean-Marie Lagniez, Stefan Mengel, Chi Tran:
Learning Model Agnostic Explanations via Constraint Programming. CoRR abs/2411.08478 (2024) - 2023
- [c38]Gilles Audemard, Steve Bellart, Louenas Bounia, Frédéric Koriche, Jean-Marie Lagniez, Pierre Marquis:
Sur les explications abductives préférées pour les arbres de décision et les forêts aléatoires. EGC 2023: 507-514 - [c37]Louenas Bounia, Frédéric Koriche:
Approximating probabilistic explanations via supermodular minimization. UAI 2023: 216-225 - 2022
- [j11]Gilles Audemard, Steve Bellart, Louenas Bounia, Frédéric Koriche, Jean-Marie Lagniez, Pierre Marquis
:
On the explanatory power of Boolean decision trees. Data Knowl. Eng. 142: 102088 (2022) - [j10]Tingting Zhai, Frédéric Koriche, Yang Gao, Junwu Zhu, Bin Li:
Online active classification via margin-based and feature-based label queries. Mach. Learn. 111(6): 2323-2348 (2022) - [c36]Gilles Audemard, Steve Bellart, Louenas Bounia, Frédéric Koriche, Jean-Marie Lagniez, Pierre Marquis:
Trading Complexity for Sparsity in Random Forest Explanations. AAAI 2022: 5461-5469 - [c35]Gilles Audemard, Steve Bellart, Louenas Bounia, Frédéric Koriche, Jean-Marie Lagniez, Pierre Marquis:
Les raisons majoritaires : des explications abductives pour les forêts aléatoires. EGC 2022: 123-134 - [c34]Gilles Audemard, Steve Bellart, Louenas Bounia, Frédéric Koriche, Jean-Marie Lagniez, Pierre Marquis:
Sur le pouvoir explicatif des arbres de décision. EGC 2022: 147-158 - [c33]Gilles Audemard, Steve Bellart, Louenas Bounia, Frédéric Koriche, Jean-Marie Lagniez, Pierre Marquis:
On Preferred Abductive Explanations for Decision Trees and Random Forests. IJCAI 2022: 643-650 - [c32]Frédéric Koriche, Christophe Lecoutre, Anastasia Paparrizou, Hugues Wattez:
Best Heuristic Identification for Constraint Satisfaction. IJCAI 2022: 1859-1865 - 2021
- [c31]Gilles Audemard, Steve Bellart, Louenas Bounia, Frédéric Koriche, Jean-Marie Lagniez, Pierre Marquis:
On the Computational Intelligibility of Boolean Classifiers. KR 2021: 74-86 - [i3]Gilles Audemard, Steve Bellart, Louenas Bounia, Frédéric Koriche, Jean-Marie Lagniez, Pierre Marquis:
On the Computational Intelligibility of Boolean Classifiers. CoRR abs/2104.06172 (2021) - [i2]Gilles Audemard, Steve Bellart, Louenas Bounia, Frédéric Koriche, Jean-Marie Lagniez, Pierre Marquis:
On the Explanatory Power of Decision Trees. CoRR abs/2108.05266 (2021) - [i1]Gilles Audemard, Steve Bellart, Louenas Bounia, Frédéric Koriche, Jean-Marie Lagniez, Pierre Marquis:
Trading Complexity for Sparsity in Random Forest Explanations. CoRR abs/2108.05276 (2021) - 2020
- [c30]Hugues Wattez, Frédéric Koriche, Christophe Lecoutre, Anastasia Paparrizou, Sébastien Tabary:
Learning Variable Ordering Heuristics with Multi-Armed Bandits and Restarts. ECAI 2020: 371-378 - [c29]Gilles Audemard, Frédéric Koriche, Pierre Marquis:
On Tractable XAI Queries based on Compiled Representations. KR 2020: 838-849 - [p2]Antoine Cornuéjols, Frédéric Koriche, Richard Nock:
Statistical Computational Learning. A Guided Tour of Artificial Intelligence Research (1) (I) 2020: 341-388
2010 – 2019
- 2019
- [j9]Tingting Zhai, Frédéric Koriche, Hao Wang, Yang Gao:
Tracking Sparse Linear Classifiers. IEEE Trans. Neural Networks Learn. Syst. 30(7): 2079-2092 (2019) - 2018
- [c28]Frédéric Koriche:
Compiling Combinatorial Prediction Games. ICML 2018: 2761-2770 - [c27]Frédéric Koriche:
Sur la Compilation de Jeux de Prédiction Combinatoire. JFPDA 2018 - [c26]Tingting Zhai, Hao Wang, Frédéric Koriche, Yang Gao:
Online Feature Selection by Adaptive Sub-gradient Methods. ECML/PKDD (2) 2018: 430-446 - 2017
- [j8]Christian Bessiere, Frédéric Koriche, Nadjib Lazaar, Barry O'Sullivan:
Constraint acquisition. Artif. Intell. 244: 315-342 (2017) - [j7]Frédéric Koriche, Sylvain Lagrue, Éric Piette, Sébastien Tabary:
WoodStock : un programme-joueur générique. Rev. d'Intelligence Artif. 31(3): 281-310 (2017) - [c25]Frédéric Koriche, Sylvain Lagrue, Éric Piette, Sébastien Tabary:
Constraint-Based Symmetry Detection in General Game Playing. IJCAI 2017: 280-287 - 2016
- [j6]Frédéric Koriche, Sylvain Lagrue, Éric Piette, Sébastien Tabary:
General game playing with stochastic CSP. Constraints An Int. J. 21(1): 95-114 (2016) - [c24]Anicet Bart, Frédéric Koriche, Jean-Marie Lagniez, Pierre Marquis:
An Improved CNF Encoding Scheme for Probabilistic Inference. ECAI 2016: 613-621 - [c23]Frédéric Koriche, Daniel Le Berre, Emmanuel Lonca, Pierre Marquis:
Fixed-Parameter Tractable Optimization Under DNNF Constraints. ECAI 2016: 1194-1202 - [c22]Frédéric Koriche:
Online Forest Density Estimation. UAI 2016 - 2015
- [c21]Frédéric Koriche, Jean-Marie Lagniez, Pierre Marquis, Samuel Thomas:
Compiling Constraint Networks into Multivalued Decomposable Decision Graphs. IJCAI 2015: 332-338 - 2014
- [c20]Anicet Bart, Frédéric Koriche, Jean-Marie Lagniez, Pierre Marquis:
Symmetry-Driven Decision Diagrams for Knowledge Compilation. ECAI 2014: 51-56 - 2013
- [c19]Yann Chevaleyre, Frédéric Koriche, Jean-Daniel Zucker:
Rounding Methods for Discrete Linear Classification. ICML (1) 2013: 651-659 - [c18]Frédéric Koriche, Jean-Marie Lagniez, Pierre Marquis, Samuel Thomas:
Knowledge Compilation for Model Counting: Affine Decision Trees. IJCAI 2013: 947-953 - 2012
- [j5]Frédéric Koriche:
Relational networks of conditional preferences. Mach. Learn. 89(3): 233-255 (2012) - 2011
- [c17]Frédéric Koriche:
Relational Networks of Conditional Preferences - (Extended Abstract). ILP 2011: 26-32 - 2010
- [j4]Frédéric Koriche, Bruno Zanuttini:
Learning conditional preference networks. Artif. Intell. 174(11): 685-703 (2010) - [p1]Yann Chevaleyre, Frédéric Koriche, Jérôme Lang, Jérôme Mengin, Bruno Zanuttini:
Learning Ordinal Preferences on Multiattribute Domains: The Case of CP-nets. Preference Learning 2010: 273-296
2000 – 2009
- 2009
- [c16]Frédéric Koriche, Bruno Zanuttini:
Learning Conditional Preference Networks with Queries. IJCAI 2009: 1930-1935 - 2008
- [j3]Frédéric Koriche:
Learning to assign degrees of belief in relational domains. Mach. Learn. 73(1): 25-53 (2008) - [c15]Frédéric Koriche:
Online Rule Learning via Weighted Model Counting. ECAI 2008: 112-116 - 2007
- [c14]Frédéric Koriche:
Learning to Assign Degrees of Belief in Relational Domains. ILP 2007: 25-26 - 2006
- [c13]Christian Bessiere, Remi Coletta, Frédéric Koriche, Barry O'Sullivan:
Acquiring Constraint Networks Using a SAT-based Version Space Algorithm. AAAI 2006: 1565-1568 - 2005
- [c12]Christian Bessiere, Remi Coletta, Frédéric Koriche, Barry O'Sullivan:
A SAT-Based Version Space Algorithm for Acquiring Constraint Satisfaction Problems. ECML 2005: 23-34 - [c11]Frédéric Koriche:
Online Closure-Based Learning of Relational Theories. ILP 2005: 172-189 - 2004
- [c10]Frédéric Koriche:
Bias Windowing for Relational Learning. ECAI 2004: 495-499 - 2003
- [j2]Jacques Ferber, Frédéric Koriche, John Tranier:
Un modèle efficace de normes pour les systèmes multi-agents organisationnels. Tech. Sci. Informatiques 22(4): 205-217 (2003) - [c9]Frédéric Koriche, Joël Quinqueton:
Robust k-DNF Learning via Inductive Belief Merging. ECML 2003: 229-240 - 2002
- [j1]Frédéric Koriche:
Approximate coherence-based reasoning. J. Appl. Non Class. Logics 12(2): 239-258 (2002) - [c8]Frédéric Koriche:
A Roadmap of Epistemic Logics for Learning Agents. Intelligent Tutoring Systems 2002: 6-7 - 2001
- [c7]Frédéric Koriche:
A Logic for Approximate First-Order Reasoning. CSL 2001: 262-276 - [c6]Frédéric Koriche:
On Anytime Coherence-Based Reasoning. ECSQARU 2001: 556-567
1990 – 1999
- 1998
- [c5]Frédéric Koriche:
A Logic for Anytime Deduction and Anytime Compilation. JELIA 1998: 324-341 - 1997
- [c4]Frédéric Koriche:
Approximate Reasoning about Combined Knowledge. ATAL 1997: 259-273 - [c3]Frédéric Koriche:
Fault-Tolerant and Approximate Reasoning in Multi-Source Environments. CoopIS 1997: 66-72 - [c2]Frédéric Koriche:
Modeling Knowledge Merging Systems. DEXA Workshop 1997: 562-567 - 1995
- [c1]Frédéric Koriche:
Développement d'une méthode de modélisation pour le problème de la coopération entre systèmes d'information. INFORSID 1995
Coauthor Index
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