117 citations · 191 across the 8 of their papers we have counts for
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cs.LG2020★ 10 cited
Spectral Discovery of Jointly Smooth Features for Multimodal Data
Felix Dietrich, Or Yair, Rotem Mulayoff +2
In this paper, we propose a spectral method for deriving functions that are jointly smooth on multiple observed manifolds. This allows us to register measurements of the same pheno…
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…
cs.LG2016★ 18 cited
Local Canonical Correlation Analysis for Nonlinear Common Variables Discovery
Or Yair, Ronen Talmon
In this paper, we address the problem of hidden common variables discovery from multimodal data sets of nonlinear high-dimensional observations. We present a metric based on local…