Strictly Constrained Generative Modeling via Split Augmented Langevin Sampling
Matthieu Blanke,
Yongquan Qu,
Sara Shamekh,
and Pierre Gentine
Submitted,
2025
Deep Learning For Physical Systems: Estimation, Adaptation and Exploration
Matthieu Blanke
PhD thesis at Université Paris Sciences et Lettres, ED386,
2024
Interpretable Meta-Learning of Physical Systems
Matthieu Blanke,
and Marc Lelarge
ICLR 2024 - The Twelfth International Conference on Learning Representations,
2024
FLEX: an Adaptive Exploration Algorithm for Nonlinear Systems
Matthieu Blanke,
and Marc Lelarge
ICML 2023 - The Fortieth International Conference on Machine Learning,
2023
Online greedy identification of linear dynamical systems
Matthieu Blanke,
and Marc Lelarge
CDC 2022 - IEEE 61st Conference on Decision and Control,
2022