Generative models for functional data using phase and amplitude separation

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Engineering, Statistical Shape Analysis, Shape Analysis +17

On a measure of divergence between two statistical populations defined by their probability distributions

Ayan Bhattacharyya · Medical Entomology and Zoology · 1943 · 2K citations

Large Deviations, Measure Theory, Mixture Distribution +9

Computing Large Deformation Metric Mappings via Geodesic Flows of Diffeomorphisms

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Geodesic Flows, Geometry, Riemannian Geometry +6

Kernel density estimation via diffusion

The Annals of Statistics · 2010 · 1.6K citations · Full text

Density Estimation, Engineering, Data Science +11

Functional Data Analysis

J. S. Marron, J. O. Ramsey, Bernard W. Silverman · Journal of the American Statistical Association · 1998 · 1.4K citations

Data Representation, Engineering, Multivariate Analysis +15