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)

Neural network and kinetic modelling of human genome replication reveal replication origin locations and strengths. - Jean-Michel Arbona; Hadi Kabalane; Jeremy Barbier; Arach Goldar; Olivier Hyrien; Benjamin Audit (PLoS Comput. Biol., 2023)

Explaining Models Relating Objects and Privacy. - Alessio Xompero; Myriam Bontonou; Jean-Michel Arbona; Emmanouil Benetos; Andrea Cavallaro (XAI4CV, 2024)

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)

Space-Scale Hybrid Continuous-Discrete Sliding Frank-Wolfe Method. - Clara Lage; Nelly Pustelnik; Jean-Michel Arbona; Benjamin Audit (IEEE Signal Process. Lett., 2024)

Identifying a Piecewise Affine Signal From Its Nonlinear Observation - Application to DNA Replication Analysis. - Clara Lage; Nelly Pustelnik; Jean-Michel Arbona; Benjamin Audit; Rémi Gribonval (IEEE Trans. Signal Process., 2025)