3.2k citations · 11.3k across the 87 of their papers we have counts for
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cs.LG2015★ 1 cited
Optimal Transport for Domain Adaptation
Nicolas Courty, Rémi Flamary, Devis Tuia +1
Domain adaptation from one data space (or domain) to another is one of the most challenging tasks of modern data analytics. If the adaptation is done correctly, models built on a s…
stat.ML2015★ 90 cited
Kernel Manifold Alignment
Devis Tuia, Gustau Camps-Valls
We introduce a kernel method for manifold alignment (KEMA) and domain adaptation that can match an arbitrary number of data sources without needing corresponding pairs, just few la…