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stat.ME2026
Asymmetric canonical correlation analysis of Riemannian and high-dimensional data
James Buenfil, Eardi Lila
In this paper, we introduce a novel statistical model for the integrative analysis of Riemannian-valued functional data and high-dimensional data. We apply this model to explore th…
stat.ME2024
Interpretable discriminant analysis for functional data supported on random nonlinear domains with an application to Alzheimer's disease
Eardi Lila, Wenbo Zhang, Swati Rane Levendovszky
We introduce a novel framework for the classification of functional data supported on nonlinear, and possibly random, manifold domains. The motivating application is the identifica…