Studying Limits of Explainability by Integrated Gradients for Gene Expression Models. - Myriam Bontonou; Anaïs Haget; Maria Boulougouri; Jean-Michel Arbona; Benjamin Audit; Pierre Borgnat (CoRR, 2023)

A Comparative Analysis of Gene Expression Profiling by Statistical and Machine Learning Approaches. - Myriam Bontonou; Anaïs Haget; Maria Boulougouri; Benjamin Audit; Pierre Borgnat; Jean-Michel Arbona (CoRR, 2024)

Molecular set representation learning. - Maria Boulougouri; Pierre Vandergheynst; Daniel Probst (Nat. Mac. Intell., 2024)