Homer Durand

According to our database, Homer Durand authored at least 5 papers between 2022 and 2025.

Collaborative distances:

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

2025

Learning Causal Response Representations through Direct Effect Analysis.

Homer Durand, Gherardo Varando, Gustau Camps-Valls

Proceedings of the Conference on Uncertainty in Artificial Intelligence, 2025

Out-of-distribution robustness for multivariate analysis via causal regularisation.

Homer Durand, Gherardo Varando, Nathan Mankovich, Gustau Camps-Valls

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

2024

Recovering Latent Confounders from High-dimensional Proxy Variables.

Nathan Mankovich, Homer Durand, Emiliano Diaz, Gherardo Varando, Gustau Camps-Valls

CoRR, 2024

Improving generalisation via anchor multivariate analysis.

Homer Durand, Gherardo Varando, Nathan Mankovich, Gustau Camps-Valls

CoRR, 2024

2022

Semi-automatic tuning of coupled climate models with multiple intrinsic timescales: lessons learned from the Lorenz96 model.

Redouane Lguensat, Julie Deshayes, Homer Durand, Venkatramani Balaji

CoRR, 2022