Gilles Audemard

Orcid: 0000-0003-2604-9657

According to our database1, Gilles Audemard authored at least 69 papers between 2000 and 2024.

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

Timeline

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Bibliography

2024
PyXAI: An XAI Library for Tree-Based Models.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Deriving Provably Correct Explanations for Decision Trees: The Impact of Domain Theories.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

On the Computation of Example-Based Abductive Explanations for Random Forests.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Rectifier pour mieux distiller.
Proceedings of the Extraction et Gestion des Connaissances, 2024

On the Computation of Contrastive Explanations for Boosted Regression Trees.
Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

Designing an XAI Interface for Tree-Based ML Models.
Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

Check-In Desk Scheduling Optimisation at CDG International Airport.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Proceedings of the 2023 XCSP3 Competition.
CoRR, 2023

Computing Abductive Explanations for Boosted Regression Trees.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

PyXAI : calculer en Python des explications pour des modèles d'apprentissage supervisé.
Proceedings of the Extraction et Gestion des Connaissances, 2023

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

On Contrastive Explanations for Tree-Based Classifiers.
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

Guiding Backtrack Search by Tracking Variables During Constraint Propagation.
Proceedings of the 29th International Conference on Principles and Practice of Constraint Programming, 2023

Computing Abductive Explanations for Boosted Trees.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

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

Proceedings of the 2022 XCSP3 Competition.
CoRR, 2022

A New Exact Solver for (Weighted) Max#SAT.
Proceedings of the 25th International Conference on Theory and Applications of Satisfiability Testing, 2022

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

Identifying Soft Cores in Propositional Formulæ.
Proceedings of the 14th International Conference on Agents and 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

A hybrid CP/MOLS approach for multi-objective imbalanced classification.
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

2020
XCSP3-core: A Format for Representing Constraint Satisfaction/Optimization Problems.
CoRR, 2020

XCSP<sup>3</sup> and its ecosystem.
Constraints An Int. J., 2020

SAT Heritage: A Community-Driven Effort for Archiving, Building and Running More Than Thousand SAT Solvers.
Proceedings of the Theory and Applications of Satisfiability Testing - SAT 2020, 2020

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

Segmented Tables: An Efficient Modeling Tool for Constraint Reasoning.
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

2018
On the Glucose SAT Solver.
Int. J. Artif. Intell. Tools, 2018

2017
A Distributed Version of Syrup.
Proceedings of the Theory and Applications of Satisfiability Testing - SAT 2017 - 20th International Conference, Melbourne, VIC, Australia, August 28, 2017

2016
Extreme Cases in SAT Problems.
Proceedings of the Theory and Applications of Satisfiability Testing - SAT 2016, 2016

An Adaptive Parallel SAT Solver.
Proceedings of the Principles and Practice of Constraint Programming, 2016

2014
Améliorer SAT dans le cadre incrémental.
Rev. d'Intelligence Artif., 2014

Impact of Community Structure on SAT Solver Performance.
Proceedings of the Theory and Applications of Satisfiability Testing - SAT 2014, 2014

Lazy Clause Exchange Policy for Parallel SAT Solvers.
Proceedings of the Theory and Applications of Satisfiability Testing - SAT 2014, 2014

Dolius: A Distributed Parallel SAT Solving Framework.
Proceedings of the POS-14. Fifth Pragmatics of SAT workshop, 2014

An Effective Distributed D&C Approach for the Satisfiability Problem.
Proceedings of the 22nd Euromicro International Conference on Parallel, 2014

Scoring-Based Neighborhood Dominance for the Subgraph Isomorphism Problem.
Proceedings of the Principles and Practice of Constraint Programming, 2014

2013
Improving Glucose for Incremental SAT Solving with Assumptions: Application to MUS Extraction.
Proceedings of the Theory and Applications of Satisfiability Testing - SAT 2013, 2013

Just-In-Time Compilation of Knowledge Bases.
Proceedings of the IJCAI 2013, 2013

2012
Revisiting Clause Exchange in Parallel SAT Solving.
Proceedings of the Theory and Applications of Satisfiability Testing - SAT 2012, 2012

Refining Restarts Strategies for SAT and UNSAT.
Proceedings of the Principles and Practice of Constraint Programming, 2012

2011
On Freezing and Reactivating Learnt Clauses.
Proceedings of the Theory and Applications of Satisfiability Testing - SAT 2011, 2011

2010
Boosting Local Search Thanks to cdcl.
Proceedings of the Logic for Programming, Artificial Intelligence, and Reasoning, 2010

A Restriction of Extended Resolution for Clause Learning SAT Solvers.
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

2009
Integrating Conflict Driven Clause Learning to Local Search
Proceedings of the Proceedings 6th International Workshop on Local Search Techniques in Constraint Satisfaction, 2009

Predicting Learnt Clauses Quality in Modern SAT Solvers.
Proceedings of the IJCAI 2009, 2009

Learning in Local Search.
Proceedings of the ICTAI 2009, 2009

2008
SAT graph-based representation: A new perspective.
J. Algorithms, 2008

A Generalized Framework for Conflict Analysis.
Proceedings of the Theory and Applications of Satisfiability Testing, 2008

Experimenting with Small Changes in Conflict-Driven Clause Learning Algorithms.
Proceedings of the Principles and Practice of Constraint Programming, 2008

2007
Circuit Based Encoding of CNF Formula.
Proceedings of the Theory and Applications of Satisfiability Testing, 2007

GUNSAT: A Greedy Local Search Algorithm for Unsatisfiability.
Proceedings of the IJCAI 2007, 2007

Symmetry Breaking in Quantified Boolean Formulae.
Proceedings of the IJCAI 2007, 2007

2006
Predicting and Detecting Symmetries in FOL Finite Model Search.
J. Autom. Reason., 2006

2005
A Symbolic Search Based Approach for Quantified Boolean Formulas.
Proceedings of the Theory and Applications of Satisfiability Testing, 2005

2004
Verifying Industrial Hybrid Systems with MathSAT.
Proceedings of the 2nd International Workshop on Bounded Model Checking, 2004

Dealing with Symmetries in Quantified Boolean Formulas.
Proceedings of the SAT 2004, 2004

SAT Based BDD Solver for Quantified Boolean Formulas.
Proceedings of the 16th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2004), 2004

2002
Bounded Model Checking for Timed Systems.
Proceedings of the Formal Techniques for Networked and Distributed Systems, 2002

A SAT Based Approach for Solving Formulas over Boolean and Linear Mathematical Propositions.
Proceedings of the Automated Deduction, 2002

Reasoning by Symmetry and Function Ordering in Finite Model Generation.
Proceedings of the Automated Deduction, 2002

Integrating Boolean and Mathematical Solving: Foundations, Basic Algorithms, and Requirements.
Proceedings of the Artificial Intelligence, 2002

2001
Etude des symétries dans les modèles finis.
Proceedings of the Programmation en logique avec contraintes, Actes des JFPLC'2001, 24 avril, 2001

The eXtended Least Number Heuristic.
Proceedings of the Automated Reasoning, First International Joint Conference, 2001

2000
AVAL: An Enumerative Method for SAT.
Proceedings of the Computational Logic, 2000

Two Techniques to Improve Finite Model Search.
Proceedings of the Automated Deduction, 2000


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