A Principle of Least Action for the Training of Neural Networks. - Skander Karkar; Ibrahim Ayed; Emmanuel de Bézenac; Patrick Gallinari (ECML/PKDD (2), 2020)

Module-wise Training of Residual Networks via the Minimizing Movement Scheme. - Skander Karkar; Ibrahim Ayed; Emmanuel de Bézenac; Patrick Gallinari (CoRR, 2022)

Module-wise Training of Neural Networks via the Minimizing Movement Scheme. - Skander Karkar; Ibrahim Ayed; Emmanuel de Bézenac; Patrick Gallinari (NeurIPS, 2023)

Adversarial Sample Detection Through Neural Network Transport Dynamics. - Skander Karkar; Patrick Gallinari; Alain Rakotomamonjy (ECML/PKDD (1), 2023)

Unveiling the Transport Dynamics of Neural Networks : a Least Action Principle for Deep Learning. (La dynamique de transport des réseaux de neurones : un principe de moindre action pour l'apprentissage en profondeur). - Skander Karkar (2023)