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)

Improving generalisation via anchor multivariate analysis. - Homer Durand; Gherardo Varando; Nathan Mankovich; Gustau Camps-Valls (CoRR, 2024)

Recovering Latent Confounders from High-dimensional Proxy Variables. - Nathan Mankovich; Homer Durand; Emiliano Diaz; Gherardo Varando; Gustau Camps-Valls (CoRR, 2024)

Out-of-distribution robustness for multivariate analysis via causal regularisation. - Homer Durand; Gherardo Varando; Nathan Mankovich; Gustau Camps-Valls (AISTATS, 2025)

Learning Causal Response Representations through Direct Effect Analysis. - Homer Durand; Gherardo Varando; Gustau Camps-Valls (UAI, 2025)