Jérémie Donà

According to our database, Jérémie Donà authored at least 8 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Learning the Language of Protein Structure.

Benoit Gaujac, Jérémie Donà, Liviu Copoiu, Timothy Atkinson, Thomas Pierrot, Thomas D. Barrett

CoRR, 2024

2023

Gradient-Informed Quality Diversity for the Illumination of Discrete Spaces.

Raphaël Boige, Guillaume Richard, Jérémie Donà, Thomas Pierrot, Antoine Cully

Proceedings of the Genetic and Evolutionary Computation Conference, 2023

2022

Statistical learning of physical dynamics. (Apprentissage statistique de dynamiques physiques).

Jérémie Donà

PhD thesis, 2022

Generalizing to New Physical Systems via Context-Informed Dynamics Model.

Matthieu Kirchmeyer, Yuan Yin, Jérémie Donà, Nicolas Baskiotis, Alain Rakotomamonjy, Patrick Gallinari

Proceedings of the International Conference on Machine Learning, 2022

Constrained Physical-Statistics Models for Dynamical System Identification and Prediction.

Jérémie Donà, Marie Déchelle, Patrick Gallinari, Marina Levy

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Differentiable Feature Selection, A Reparameterization Approach.

Jérémie Donà, Patrick Gallinari

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021

Augmenting Physical Models with Deep Networks for Complex Dynamics Forecasting.

Yuan Yin, Vincent Le Guen, Jérémie Donà, Emmanuel de Bézenac, Ibrahim Ayed, Nicolas Thome, Patrick Gallinari

Proceedings of the 9th International Conference on Learning Representations, 2021

PDE-Driven Spatiotemporal Disentanglement.

Jérémie Donà, Jean-Yves Franceschi, Sylvain Lamprier, Patrick Gallinari

Proceedings of the 9th International Conference on Learning Representations, 2021