MARSALA Christophe

Professor

[email protected]

http://www.lip6.fr/christophe.marsala

Laboratoire d’Informatique de Paris 6 LIP6 (UMR 7606)

Expertise

Discover the specialized technical skills and disciplinary affiliations of our members, who represent the federated communities of the Arts & Humanities, Science & Engineering, and Medicine within the Sorbonne University Alliance.

Communities

Mathematics, Computer Science & Robotics

Skills

Computational Intelligence, Human machine interaction, Interpretability, Machine learning

Activities

Overview the professional milestones, academic responsibilities, and international collaborations that drive our center’s double ambition to excel in both research and education.

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/