Uncertainty-Aware Concept Bottleneck Models with Enhanced Interpretability
Conference Presentation, Workshop AIMLAI at ECML/PKDD 2025, Porto Portugal
Talks and presentations
Aligning Human Knowledge with Visual Concepts Towards Explainable Medical Image Classification
Seminar, Laboratoire Hubert Curien, Université Jean Monnet, Saint-Etienne, France
Explainable Cautious Classifiers and Trustworthy AI
Seminar, Laboratoire Hubert Curien, Université Jean Monnet, Saint-Etienne, France
SHADED: Shapley Value-Based Deceptive Evidence Detection in Belief Functions
Conference Presentation, International Conference on Belief Functions (BELIEF2024), Belfast, UK
Explainable Cautious Classifiers
Seminar, LIFAT, Université de tours, Blois, France
Cautious decision-making for tree ensembles
Conference Presentation, European Conference on Symbolic and Quantitative Approaches with Uncertainty (ECSQARU2023), Arras, France
Explaining cautious random forests via counterfactuals
Conference Presentation, International Conference on Soft Methods in Probability and Statistics (SMPS2022), Valladolid, Spain
Cautious Random Forests: a new Decision Strategy and some Experiments
Conference Presentation, International Symposium on Imprecise Probability: Theories and Applications (ISIPTA2021), Granada, Spain