Bigot, J., Dabo, I.-M., and Male, C. (2024). High-dimensional analysis of ridge regression for non-identically distributed data with a variance profile.      SIAM Journal on Mathematics of Data Science, [arxiv], [hal]

Dabo, I.-M., and Bigot, J. (2026). High-dimensional ridge regression with random features for non-identically distributed data with a variance profile. Information and Inference: A Journal of the IMA, [arxiv], [doi]

Banna, M., Dabo, I.-M., and Merlevède, F. (2026). Spectral Universality for Matrices with Non-Linear Correlated Entries. (To be submitted to Probability Theory and Related Fields) [arxiv]

Pillay, A., Dabo, I.-M., Dabo-Niang, S., and Pathmanathan, D. (2025). Reframing Three-Dimensional Morphometrics Through Functional Data Innovations. (Under revision at Journal of Applied Statistics) [arxiv]

Pathmanathan, D., Dabo, I.-M., Khoo, T. H., Ali-Hassan, A., and Dabo-Niang, S. (2025). Spatial principal component analysis and Moran statistics for multivariate functional areal data. [arxiv]

Pathmanathan, D., Dabo, I.-M., Khoo, T. H., and Dabo-Niang, S. (2025). Generalized dynamic functional principal component analysis. [arxiv]

Dabo, I.-M., and Frévent, C. (2024). A multivariate spatial regression model using signatures. [arxiv]

Dabo, I.-M., and Male, C. (2024). A traffic approach for profiled pennington-worah matrices. [arxiv]