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20162025
most citedA Statistical Recurrent Model on the Manifold of Symmetric Positive Definite Matrices

9 citations · 25 across the 10 of their papers we have counts for

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math.ST2020★ 3 cited

Shrinkage Estimation of the Frechet Mean in Lie groups

Chun-Hao Yang, Baba C. Vemuri

Data in non-Euclidean spaces are commonly encountered in many fields of Science and Engineering. For instance, in Robotics, attitude sensors capture orientation which is an element…

math.ST2020★ 1 cited

An Empirical Bayes Approach to Shrinkage Estimation on the Manifold of Symmetric Positive-Definite Matrices

Chun-Hao Yang, Hani Doss, Baba C. Vemuri

The James-Stein estimator is an estimator of the multivariate normal mean and dominates the maximum likelihood estimator (MLE) under squared error loss. The original work inspired…