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Marquis, Pierre
67 publications
IJCAI
2025
Iterated Belief Change as Learning
Nicolas Schwind
,
Katsumi Inoue
,
Sébastien Konieczny
,
Pierre Marquis
AAAI
2024
BeliefFlow: A Framework for Logic-Based Belief Diffusion via Iterated Belief Change
Nicolas Schwind
,
Katsumi Inoue
,
Sébastien Konieczny
,
Pierre Marquis
IJCAI
2024
Deriving Provably Correct Explanations for Decision Trees: The Impact of Domain Theories
Gilles Audemard
,
Jean-Marie Lagniez
,
Pierre Marquis
,
Nicolas Szczepanski
IJCAI
2024
On the Computation of Example-Based Abductive Explanations for Random Forests
Gilles Audemard
,
Jean-Marie Lagniez
,
Pierre Marquis
,
Nicolas Szczepanski
IJCAI
2024
PyXAI: An XAI Library for Tree-Based Models
Gilles Audemard
,
Jean-Marie Lagniez
,
Pierre Marquis
,
Nicolas Szczepanski
IJCAI
2023
Computing Abductive Explanations for Boosted Regression Trees
Gilles Audemard
,
Steve Bellart
,
Jean-Marie Lagniez
,
Pierre Marquis
AISTATS
2023
Computing Abductive Explanations for Boosted Trees
Gilles Audemard
,
Jean-Marie Lagniez
,
Pierre Marquis
,
Nicolas Szczepanski
AAAI
2023
Editing Boolean Classifiers: A Belief Change Perspective
Nicolas Schwind
,
Katsumi Inoue
,
Pierre Marquis
IJCAI
2023
On Translations Between ML Models for XAI Purposes
Alexis de Colnet
,
Pierre Marquis
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
IJCAI
2022
On Quantifying Literals in Boolean Logic and Its Applications to Explainable AI (Extended Abstract)
Adnan Darwiche
,
Pierre Marquis
IJCAI
2022
On the Complexity of Enumerating Prime Implicants from Decision-DNNF Circuits
Alexis de Colnet
,
Pierre Marquis
AAAI
2022
Trading Complexity for Sparsity in Random Forest Explanations
Gilles Audemard
,
Steve Bellart
,
Louenas Bounia
,
Frédéric Koriche
,
Jean-Marie Lagniez
,
Pierre Marquis
AAAI
2021
Certifying Top-Down Decision-DNNF Compilers
Florent Capelli
,
Jean-Marie Lagniez
,
Pierre Marquis
IJCAI
2021
On Belief Change for Multi-Label Classifier Encodings
Sylvie Coste-Marquis
,
Pierre Marquis
JAIR
2021
On Quantifying Literals in Boolean Logic and Its Applications to Explainable AI
Adnan Darwiche
,
Pierre Marquis
IJCAI
2020
Belief Merging Operators as Maximum Likelihood Estimators
Patricia Everaere
,
Sébastien Konieczny
,
Pierre Marquis
IJCAI
2020
On Computational Aspects of Iterated Belief Change
Nicolas Schwind
,
Sébastien Konieczny
,
Jean-Marie Lagniez
,
Pierre Marquis
IJCAI
2020
On Irrelevant Literals in Pseudo-Boolean Constraint Learning
Daniel Le Berre
,
Pierre Marquis
,
Stefan Mengel
,
Romain Wallon
AAAI
2019
A Recursive Algorithm for Projected Model Counting
Jean-Marie Lagniez
,
Pierre Marquis
IJCAI
2019
Rational Inference Relations from Maximal Consistent Subsets Selection
Sébastien Konieczny
,
Pierre Marquis
,
Srdjan Vesic
IJCAI
2019
What Has Been Said? Identifying the Change Formula in a Belief Revision Scenario
Nicolas Schwind
,
Katsumi Inoue
,
Sébastien Konieczny
,
Jean-Marie Lagniez
,
Pierre Marquis
IJCAI
2018
DMC: A Distributed Model Counter
Jean-Marie Lagniez
,
Pierre Marquis
,
Nicolas Szczepanski
AAAI
2018
On Consensus in Belief Merging
Nicolas Schwind
,
Pierre Marquis
IJCAI
2018
Pseudo-Boolean Constraints from a Knowledge Representation Perspective
Daniel Le Berre
,
Pierre Marquis
,
Stefan Mengel
,
Romain Wallon
IJCAI
2017
An Improved Decision-DNNF Compiler
Jean-Marie Lagniez
,
Pierre Marquis
AAAI
2017
SAT Encodings for Distance-Based Belief Merging Operators
Sébastien Konieczny
,
Jean-Marie Lagniez
,
Pierre Marquis
IJCAI
2016
Improving Model Counting by Leveraging Definability
Jean-Marie Lagniez
,
Emmanuel Lonca
,
Pierre Marquis
IJCAI
2016
Is Promoting Beliefs Useful to Make Them Accepted in Networks of Agents?
Nicolas Schwind
,
Katsumi Inoue
,
Gauvain Bourgne
,
Sébastien Konieczny
,
Pierre Marquis
AAAI
2015
Belief Revision Games
Nicolas Schwind
,
Katsumi Inoue
,
Gauvain Bourgne
,
Sébastien Konieczny
,
Pierre Marquis
AAAI
2015
Compile!
Pierre Marquis
IJCAI
2015
Compiling Constraint Networks into Multivalued Decomposable Decision Graphs
Frédéric Koriche
,
Jean-Marie Lagniez
,
Pierre Marquis
,
Samuel Thomas
IJCAI
2015
Extension Enforcement in Abstract Argumentation as an Optimization Problem
Sylvie Coste-Marquis
,
Sébastien Konieczny
,
Jean-Guy Mailly
,
Pierre Marquis
AAAI
2014
A Knowledge Compilation mAP for Ordered Real-Valued Decision Diagrams
Hélène Fargier
,
Pierre Marquis
,
Alexandre Niveau
,
Nicolas Schmidt
AAAI
2014
Preprocessing for Propositional Model Counting
Jean-Marie Lagniez
,
Pierre Marquis
IJCAI
2013
Knowledge Compilation for Model Counting: Affine Decision Trees
Frédéric Koriche
,
Jean-Marie Lagniez
,
Pierre Marquis
,
Samuel Thomas
IJCAI
2013
Semiring Labelled Decision Diagrams, Revisited: Canonicity and Spatial Efficiency Issues
Hélène Fargier
,
Pierre Marquis
,
Nicolas Schmidt
IJCAI
2013
Towards a Knowledge Compilation mAP for Heterogeneous Representation Languages
Hélène Fargier
,
Pierre Marquis
,
Alexandre Niveau
IJCAI
2011
Belief Base Rationalization for Propositional Merging
Sébastien Konieczny
,
Pierre Marquis
,
Nicolas Schwind
IJCAI
2011
Existential Closures for Knowledge Compilation
Pierre Marquis
IJCAI
2011
Lost in Translation: Language Independence in Propositional Logic - Application to Belief Revision and Belief Merging
Pierre Marquis
,
Nicolas Schwind
AAAI
2010
Knowledge Compilation in the Modal Logic S5
Meghyn Bienvenu
,
Hélène Fargier
,
Pierre Marquis
IJCAI
2009
Knowledge Compilation Properties of Trees-of-BDDs, Revisited
Hélène Fargier
,
Pierre Marquis
AAAI
2008
Extending the Knowledge Compilation mAP: Krom, Horn, Affine and Beyond
Hélène Fargier
,
Pierre Marquis
IJCAI
2007
On Valued Negation Normal Form Formulas
Hélène Fargier
,
Pierre Marquis
JAIR
2007
The Strategy-Proofness Landscape of Merging
Patricia Everaere
,
Sébastien Konieczny
,
Pierre Marquis
AAAI
2006
On the Use of Partially Ordered Decision Graphs in Knowledge Compilation and Quantified Boolean Formulae
Hélène Fargier
,
Pierre Marquis
AAAI
2005
Merging Argumentation Systems
Sylvie Coste-Marquis
,
Caroline Devred
,
Sébastien Konieczny
,
Marie-Christine Lagasquie-Schiex
,
Pierre Marquis
AAAI
2005
Propositional Fragments for Knowledge Compilation and Quantified Boolean Formulae
Sylvie Coste-Marquis
,
Daniel Le Berre
,
Florian Letombe
,
Pierre Marquis
IJCAI
2005
Quota and Gmin Merging Operators
Patricia Everaere
,
Sébastien Konieczny
,
Pierre Marquis
IJCAI
2005
Reasoning Under Inconsistency: The Forgotten Connective
Sébastien Konieczny
,
Jérôme Lang
,
Pierre Marquis
IJCAI
2003
Action Representation and Partially Observable Planning Using Epistemic Logic
Andreas Herzig
,
Jérôme Lang
,
Pierre Marquis
IJCAI
2003
Causal Theories of Action: A Computational Core
Jérôme Lang
,
Fangzhen Lin
,
Pierre Marquis
JAIR
2003
Propositional Independence: Formula-Variable Independence and Forgetting
Jérôme Lang
,
Paolo Liberatore
,
Pierre Marquis
IJCAI
2003
Quantifying Information and Contradiction in Propositional Logic Through Test Actions
Sébastien Konieczny
,
Jérôme Lang
,
Pierre Marquis
JAIR
2002
A Knowledge Compilation mAP
Adnan Darwiche
,
Pierre Marquis
IJCAI
2001
A Perspective on Knowledge Compilation
Adnan Darwiche
,
Pierre Marquis
IJCAI
2001
Resource-Bounded Inference from Inconsistent Belief Bases
Pierre Marquis
,
Nadège Porquet
IJCAI
2001
Updates, Actions, and Planning
Andreas Herzig
,
Jérôme Lang
,
Pierre Marquis
,
Thomas Polacsek
IJCAI
1999
Complexity Results for Propositional Closed World Reasoning and Circumscription from Tractable Knowledge Bases
Sylvie Coste-Marquis
,
Pierre Marquis
AAAI
1999
DISTANCE-SAT: Complexity and Algorithms
Olivier Bailleux
,
Pierre Marquis
ECML-PKDD
1998
Scope Classification: An Instance-Based Learning Algorithm with a Rule-Based Characterisation
Nicolas Lachiche
,
Pierre Marquis
AAAI
1998
Two Forms of Dependence in Propositional Logic: Controllability and Definability
Jérôme Lang
,
Pierre Marquis
ECML-PKDD
1997
A Model for Generalization Based on Confirmatory Induction
Nicolas Lachiche
,
Pierre Marquis
IJCAI
1997
Tractable Cover Compilations
Yacine Boufkhad
,
Éric Grégoire
,
Pierre Marquis
,
Bertrand Mazure
,
Lakhdar Sais
AAAI
1996
A New Algorithm for Computing Theory Prime Implicates Compilations
Pierre Marquis
,
Samira Sadaoui
IJCAI
1995
Knowledge Compilation Using Theory Prime Implicates
Pierre Marquis