publications

2024

  1. ICLR2024
    Interpretable Meta-Learning of Physical Systems
    Blanke, Matthieu, and Lelarge, Marc
    In The Twelfth International Conference on Learning Representations (ICLR) 2024

2023

  1. workshop
    Task-Linear Deep Representation of Physical Systems
    Blanke, Matthieu, and Lelarge, Marc
    In ICML workshop SynsML 2023
  2. ICML2023
    FLEX: an Adaptive Exploration Algorithm for Nonlinear Systems
    Blanke, Matthieu, and Lelarge, Marc
    In The Fortieth International Conference on Machine Learning (ICML) 2023

2022

  1. workshop
    D-optimal neural exploration of nonlinear physical systems
    Blanke, Matthieu, and Lelarge, Marc
    In NeurIPS workshop ML4PS 2022
  2. CDC2022
    Online greedy identification of linear dynamical systems
    Blanke, Matthieu, and Lelarge, Marc
    In IEEE Conference on Decision and Control (CDC) 2022
  3. workshop
    Online greedy identification of linear dynamical systems
    Blanke, Matthieu, and Lelarge, Marc
    In ICML workshop ReALML 2022

2021

  1. workshop
    Deep learning isochronism
    Blanke, Matthieu
    In On Future Synergies for Stochastic and Learning Algorithms workshop, CIRM Marseille 2021
  2. thesis
    Deep implicit layers and applications
    Blanke, Matthieu
    2021