Christophe MARSALA

LIP6
...
  • Professor
  • LIP6 - Laboratoire d'Informatique de Paris 6
  • Christophe.Marsala@lip6.fr
  • Open link
    http://www.lip6.fr/christophe.marsala
  • Communities
    Mathematics, Computer Science & Robotics
  • Expertise
    Computational Intelligence
    Human machine interaction
    Interpretability
    Machine learning

Selected publications

- M.‑J. Lesot, Ch. Marsala : “Fuzzy Approaches for Soft Computing and Approximate Reasoning: Theories and Applications”, vol. 394, Studies in Fuzziness and Soft Computing (2021)


- B. Bouchon‑Meunier, Ch. Marsala : “Entropy and monotonicity in artificial intelligence”, International Journal of Approximate Reasoning, (Elsevier) (2020)


- Th. Laugel, M.‑J. Lesot, Ch. Marsala, X. Renard, M. Detyniecki : “The Dangers of Post-hoc Interpretability: Unjustified Counterfactual Explanations”, Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, {IJCAI-19}, Macao, Macao, pp. 2801-2807, (International Joint Conferences on Artificial Intelligence Organization) (2019)


- Ch. Marsala, D. Petturiti : “Rank discrimination measures for enforcing monotonicity in decision tree induction”, Information Sciences, vol. 291, pp. 143-171, (Elsevier) (2015)

Industrial collaborations

AXA research fund, Thalès, laboratoire commun AXA/Sorbonne Université TRAIL 

https://trail.lip6.fr/