Stability, convergence and mini-batch in Montpellier statistical team (March 2025).

Guarantees for DL Optimizers in the meeting between NNSA and CEA (June 2024).

Armijo Rule Generalization and Acceleration in Toulouse optimization and statistical team (April 2024).

Deep Learning Optimizers as discretisation schemes in CEA-Saclay seminar about Numerical Analysis (June 2023).

Convergence of Machine Learning Optimizers from a Numerical Analysis point of view in Artificial Intelligence for Computational Mechanics Workshop in Coruna, Spain (December 2023).

Stability of Machine Learning Optimizers in MASCOT-NUM (April 2023 in Hyères).

Analysis of Optimizers in Machine Learning in 2nd international workshop on Artificial Intelligence and Augmented Engineering (December 2022 in Paris).

Poster Deterministic Optimisation in Deep Learning from a Continuous and Energetic point of view in MASCOT-NUM (June 2022 in Clermond-Ferrand).