Koriche, Frederic

19 publications

UAI 2025 Probabilistic Explanations for Regression Models Frédéric Koriche, Jean-Marie Lagniez, Chi Tran

ECML-PKDD 2024 Learning Model Agnostic Explanations via Constraint Programming Frédéric Koriche, Jean-Marie Lagniez, Stefan Mengel, Chi Tran

UAI 2023 Approximating Probabilistic Explanations via Supermodular Minimization Louenas Bounia, Frederic Koriche

IJCAI 2022 Best Heuristic Identification for Constraint Satisfaction Frédéric Koriche, Christophe Lecoutre, Anastasia Paparrizou, Hugues Wattez

IJCAI 2022 On Preferred Abductive Explanations for Decision Trees and Random Forests Gilles Audemard, Steve Bellart, Louenas Bounia, Frédéric Koriche, Jean-Marie Lagniez, Pierre Marquis

MLJ 2022 Online Active Classification via Margin-Based and Feature-Based Label Queries Tingting Zhai, Frédéric Koriche, Yang Gao, Junwu Zhu, Bin Li

AAAI 2022 Trading Complexity for Sparsity in Random Forest Explanations Gilles Audemard, Steve Bellart, Louenas Bounia, Frédéric Koriche, Jean-Marie Lagniez, Pierre Marquis

ICML 2018 Compiling Combinatorial Prediction Games Frederic Koriche

ECML-PKDD 2018 Online Feature Selection by Adaptive Sub-Gradient Methods Tingting Zhai, Hao Wang, Frédéric Koriche, Yang Gao

IJCAI 2017 Constraint-Based Symmetry Detection in General Game Playing Frédéric Koriche, Sylvain Lagrue, Éric Piette, Sébastien Tabary

UAI 2016 Online Forest Density Estimation Frédéric Koriche

IJCAI 2015 Compiling Constraint Networks into Multivalued Decomposable Decision Graphs Frédéric Koriche, Jean-Marie Lagniez, Pierre Marquis, Samuel Thomas

IJCAI 2013 Knowledge Compilation for Model Counting: Affine Decision Trees Frédéric Koriche, Jean-Marie Lagniez, Pierre Marquis, Samuel Thomas

MLJ 2012 Relational Networks of Conditional Preferences Frédéric Koriche

IJCAI 2009 Learning Conditional Preference Networks with Queries Frédéric Koriche, Bruno Zanuttini

MLJ 2008 Learning to Assign Degrees of Belief in Relational Domains Frédéric Koriche

AAAI 2006 Acquiring Constraint Networks Using a SAT-Based Version Space Algorithm Christian Bessiere, Remi Coletta, Frédéric Koriche, Barry O'Sullivan

ECML-PKDD 2005 A SAT-Based Version Space Algorithm for Acquiring Constraint Satisfaction Problems Christian Bessiere, Remi Coletta, Frédéric Koriche, Barry O'Sullivan

ECML-PKDD 2003 Robust K-DNF Learning via Inductive Belief Merging Frédéric Koriche, Joël Quinqueton