523 citations · 643 across the 14 of their papers we have counts for
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cs.LG2014
Algorithmic Robustness for Learning via -Good Similarity Functions
Maria-Irina Nicolae, Marc Sebban, Amaury Habrard +2
The notion of metric plays a key role in machine learning problems such as classification, clustering or ranking. However, it is worth noting that there is a severe lack of theoret…
cs.CV2014★ 38 cited
Subspace Alignment For Domain Adaptation
Basura Fernando, Amaury Habrard, Marc Sebban +1
In this paper, we introduce a new domain adaptation (DA) algorithm where the source and target domains are represented by subspaces spanned by eigenvectors. Our method seeks a doma…