Frédéric Koriche

Orcid: 0000-0002-6952-5775

According to our database1, Frédéric Koriche authored at least 53 papers between 1995 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Learning Model Agnostic Explanations via Constraint Programming.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024

Approximation des explications probabilistes via la minimisation super-modulaire.
Proceedings of the Extraction et Gestion des Connaissances, 2024

2023
Approximating probabilistic explanations via supermodular minimization.
Proceedings of the Uncertainty in Artificial Intelligence, 2023

Sur les explications abductives préférées pour les arbres de décision et les forêts aléatoires.
Proceedings of the Extraction et Gestion des Connaissances, 2023

2022
Online active classification via margin-based and feature-based label queries.
Mach. Learn., 2022

On the explanatory power of Boolean decision trees.
Data Knowl. Eng., 2022

Best Heuristic Identification for Constraint Satisfaction.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

On Preferred Abductive Explanations for Decision Trees and Random Forests.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Sur le pouvoir explicatif des arbres de décision.
Proceedings of the Extraction et Gestion des Connaissances, 2022

Les raisons majoritaires : des explications abductives pour les forêts aléatoires.
Proceedings of the Extraction et Gestion des Connaissances, 2022

Trading Complexity for Sparsity in Random Forest Explanations.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
On the Explanatory Power of Decision Trees.
CoRR, 2021

On the Computational Intelligibility of Boolean Classifiers.
Proceedings of the 18th International Conference on Principles of Knowledge Representation and Reasoning, 2021

2020
On Tractable XAI Queries based on Compiled Representations.
Proceedings of the 17th International Conference on Principles of Knowledge Representation and Reasoning, 2020

Learning Variable Ordering Heuristics with Multi-Armed Bandits and Restarts.
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

Statistical Computational Learning.
Proceedings of the A Guided Tour of Artificial Intelligence Research: Volume I: Knowledge Representation, 2020

2019
Tracking Sparse Linear Classifiers.
IEEE Trans. Neural Networks Learn. Syst., 2019

2018
Online Feature Selection by Adaptive Sub-gradient Methods.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

Sur la Compilation de Jeux de Prédiction Combinatoire.
Proceedings of the Journées Francophone Planification, 2018

Compiling Combinatorial Prediction Games.
Proceedings of the 35th International Conference on Machine Learning, 2018

2017
WoodStock : un programme-joueur générique.
Rev. d'Intelligence Artif., 2017

Constraint acquisition.
Artif. Intell., 2017

Constraint-Based Symmetry Detection in General Game Playing.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

2016
General game playing with stochastic CSP.
Constraints An Int. J., 2016

Online Forest Density Estimation.
Proceedings of the Thirty-Second Conference on Uncertainty in Artificial Intelligence, 2016

Fixed-Parameter Tractable Optimization Under DNNF Constraints.
Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

An Improved CNF Encoding Scheme for Probabilistic Inference.
Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

2015
Compiling Constraint Networks into Multivalued Decomposable Decision Graphs.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

2014
Symmetry-Driven Decision Diagrams for Knowledge Compilation.
Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014

2013
Knowledge Compilation for Model Counting: Affine Decision Trees.
Proceedings of the IJCAI 2013, 2013

Rounding Methods for Discrete Linear Classification.
Proceedings of the 30th International Conference on Machine Learning, 2013

2012
Relational networks of conditional preferences.
Mach. Learn., 2012

2011
Relational Networks of Conditional Preferences - (Extended Abstract).
Proceedings of the Inductive Logic Programming - 21st International Conference, 2011

2010
Learning conditional preference networks.
Artif. Intell., 2010

Learning Ordinal Preferences on Multiattribute Domains: The Case of CP-nets.
Proceedings of the Preference Learning., 2010

2009
Learning Conditional Preference Networks with Queries.
Proceedings of the IJCAI 2009, 2009

2008
Learning to assign degrees of belief in relational domains.
Mach. Learn., 2008

Online Rule Learning via Weighted Model Counting.
Proceedings of the ECAI 2008, 2008

2006
Acquiring Constraint Networks Using a SAT-based Version Space Algorithm.
Proceedings of the Proceedings, 2006

2005
Online Closure-Based Learning of Relational Theories.
Proceedings of the Inductive Logic Programming, 15th International Conference, 2005

A SAT-Based Version Space Algorithm for Acquiring Constraint Satisfaction Problems.
Proceedings of the Machine Learning: ECML 2005, 2005

2004
Bias Windowing for Relational Learning.
Proceedings of the 16th Eureopean Conference on Artificial Intelligence, 2004

2003
Un modèle efficace de normes pour les systèmes multi-agents organisationnels.
Tech. Sci. Informatiques, 2003

Robust <i>k</i>-DNF Learning via Inductive Belief Merging.
Proceedings of the Machine Learning: ECML 2003, 2003

2002
Approximate coherence-based reasoning.
J. Appl. Non Class. Logics, 2002

A Roadmap of Epistemic Logics for Learning Agents.
Proceedings of the Intelligent Tutoring Systems, 6th International Conference, 2002

2001
On Anytime Coherence-Based Reasoning.
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2001

A Logic for Approximate First-Order Reasoning.
Proceedings of the Computer Science Logic, 15th International Workshop, 2001

1998
A Logic for Anytime Deduction and Anytime Compilation.
Proceedings of the Logics in Artificial Intelligence, European Workshop, 1998

1997
Modeling Knowledge Merging Systems.
Proceedings of the Eighth International Workshop on Database and Expert Systems Applications, 1997

Fault-Tolerant and Approximate Reasoning in Multi-Source Environments.
Proceedings of the Second IFCIS International Conference on Cooperative Information Systems, 1997

Approximate Reasoning about Combined Knowledge.
Proceedings of the Intelligent Agents IV, 1997

1995
Développement d'une méthode de modélisation pour le problème de la coopération entre systèmes d'information.
Proceedings of the Actes du XIIIème Congrès INFORSID, Grenoble, France, May 30, 1995


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