117 citations · 398 across the 51 of their papers we have counts for
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cs.LG2019★ 3 cited
Domain Adaptation with Optimal Transport on the Manifold of SPD matrices
Or Yair, Felix Dietrich, Ronen Talmon +1
In this paper, we address the problem of Domain Adaptation (DA) using Optimal Transport (OT) on Riemannian manifolds. We model the difference between two domains by a diffeomorphis…
math.ST2019
Optimal Recovery of Precision Matrix for Mahalanobis Distance from High Dimensional Noisy Observations in Manifold Learning
Matan Gavish, Ronen Talmon, Pei-Chun Su +1
Motivated by establishing theoretical foundations for various manifold learning algorithms, we study the problem of Mahalanobis distance (MD), and the associated precision matrix,…