publications

2024

  1. workshop
    Neural Incremental Data Assimilation
    Blanke, Matthieu, Fablet, Ronan, and Lelarge, Marc
    In ICML workshop AI for Science 2024
    arXiv HTML PDF Code
  2. ICLR2024
    Interpretable Meta-Learning of Physical Systems
    Blanke, Matthieu, and Lelarge, Marc
    In The Twelfth International Conference on Learning Representations (ICLR) 2024
    arXiv HTML PDF Code

2023

  1. workshop
    Task-Linear Deep Representation of Physical Systems
    Blanke, Matthieu, and Lelarge, Marc
    In ICML workshop SynsML 2023
    HTML PDF Code
  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
    arXiv HTML PDF Code

2022

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

2021

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