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20202026
most citedPredicting cognitive scores with graph neural networks through sample selection learning

17 citations · 42 across the 12 of their papers we have counts for

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2 papers · 1 filter

math.ST2020★ 3 cited

Bi-invariant Two-Sample Tests in Lie Groups for Shape Analysis

Martin Hanik, Hans-Christian Hege, Christoph von Tycowicz

We propose generalizations of the Hotelling's statistic and the Bhattacharayya distance for data taking values in Lie groups. A key feature of the derived measures is that th…

math.OC2020★ 9 cited

Nonlinear Regression on Manifolds for Shape Analysis using Intrinsic Bézier Splines

Martin Hanik, Hans-Christian Hege, Anaja Hennemuth +1

Intrinsic and parametric regression models are of high interest for the statistical analysis of manifold-valued data such as images and shapes. The standard linear ansatz has been…