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Pierre Marquis

Pierre Marquis

Overview

Pierre Marquis is affiliated with Artois University in France and has contributed extensively to the field of Computer Science, with a focus on Artificial Intelligence. Their research spans multiple subfields including Computational Theory and Mathematics, Software, Electrical and Electronic Engineering, and Management Science and Operations Research.

The main topics covered in their work include:

  • Bayesian Modeling and Causal Inference
  • Formal Methods in Verification
  • Explainable Artificial Intelligence (XAI)
  • Adversarial Robustness in Machine Learning
  • Rough Sets and Fuzzy Logic
  • Machine Learning and Algorithms
  • Logic, Reasoning, and Knowledge

Recent significant papers authored or coauthored by Pierre Marquis include:

  • On the explanatory power of Boolean decision trees, 2022, published in Data & Knowledge Engineering
  • On the Tractability of Explaining Decisions of Classifiers, 2021, published in Dagstuhl Research Online Publication Server
  • Trading Complexity for Sparsity in Random Forest Explanations, 2022, published in Proceedings of the AAAI Conference on Artificial Intelligence
  • Definability for model counting, 2020, published in Artificial Intelligence
  • On Preferred Abductive Explanations for Decision Trees and Random Forests, 2022, published in Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence

Pierre Marquis frequently collaborates with the following coauthors:

  • Jean-Marie Lagniez
  • Gilles Audemard
  • Steve Bellart
  • Louènas Bounia
  • Frédéric Koriche

The most common venues where Pierre Marquis publishes are:

  • arXiv (Cornell University)
  • Proceedings of the AAAI Conference on Artificial Intelligence
  • Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence
  • HAL (Le Centre pour la Communication Scientifique Directe)
  • Leibniz-Zentrum für Informatik (Schloss Dagstuhl)

Aside from research articles, Marquis has also contributed to book publications, including a work published by Springer Science+Business Media titled Graph Structures for Knowledge Representation and Reasoning in 2021.

Best Publications

  • A knowledge compilation map

    Adnan Darwiche;Pierre Marquis

  • Consistency restoriation and explanations in dynamic CSPs----application to configuration

    Jérôme Amilhastre;Hélène Fargier;Pierre Marquis

  • Propositional independence: formula-variable independence and forgetting

    Jôme Lang;Paolo Liberatore;Pierre Marquis

  • DA 2 merging operators

    S. Konieczny;J. Lang;P. Marquis

  • On the merging of Dung's argumentation systems

    Sylvie Coste-Marquis;Caroline Devred;Sébastien Konieczny;Marie-Christine Lagasquie-Schiex

  • Symmetric argumentation frameworks

    Sylvie Coste-Marquis;Caroline Devred;Pierre Marquis

  • Consequence Finding Algorithms

    Pierre Marquis

  • Knowledge compilation using theory prime implicates

    Pierre Marquis

  • On the revision of argumentation systems: minimal change of arguments statuses

    Sylvie Coste-Marquis;Sébastien Konieczny;Jean-Guy Mailly;Pierre Marquis

  • Expressive power and succinctness of propositional languages for preference representation

    Sylvie Coste-Marquis;Jérôme Lang;Paolo Liberatore;Pierre Marquis

  • An Improved Decision-DNNF Compiler

    Jean-Marie Lagniez;Pierre Marquis

  • Prudent semantics for argumentation frameworks

    S. Coste-Marquis;C. Devred;P. Marquis

  • Distance Based Merging: A General Framework and some Complexity Results.

    Sébastien Konieczny;Jérôme Lang;Pierre Marquis

  • Reasoning under inconsistency: A forgetting-based approach

    Jérôme Lang;Pierre Marquis

  • The strategy-proofness landscape of merging

    Patricia Everaere;Sébastien Konieczny;Pierre Marquis

  • Constrained argumentation frameworks

    Sylvie Coste-Marquis;Caroline Devred;Pierre Marquis

  • Quantifying information and contradiction in propositional logic through test actions

    Sebastien Konieczny;Jerome Lang;Pierre Marquis

  • Weighted attacks in argumentation frameworks

    Sylvie Coste-Marquis;Sébastien Konieczny;Pierre Marquis;Mohand Akli Ouali

  • Action representation and partially observable planning using epistemic logic

    Andreas Herzig;Jerome Lang;Pierre Marquis

  • On Tractable XAI Queries based on Compiled Representations

    Gilles Audemard;Frédéric Koriche;Pierre Marquis

Frequent Co-Authors

Jérôme Lang
Jérôme Lang Paris Dauphine University
Hélène Fargier
Hélène Fargier Toulouse Institute of Computer Science Research
Adnan Darwiche
Adnan Darwiche University of California, Los Angeles
Andreas Herzig
Andreas Herzig Toulouse Institute of Computer Science Research
Henri Prade
Henri Prade Paul Sabatier University
Joao Marques-Silva
Joao Marques-Silva Institució Catalana de Recerca i Estudis Avançats
Jeffrey O. Kephart
Jeffrey O. Kephart IBM (United States)
Salem Benferhat
Salem Benferhat Artois University
Alex Rogers
Alex Rogers University of Oxford

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