2 papers
cs.LG2019
Unsupervised Domain Adaptation using Graph Transduction Games
Sebastiano Vascon, Sinem Aslan, Alessandro Torcinovich +3
Unsupervised domain adaptation (UDA) amounts to assigning class labels to the unlabeled instances of a dataset from a target domain, using labeled instances of a dataset from a rel…
cs.DS2017
On the Interplay between Strong Regularity and Graph Densification
Marco Fiorucci, Alessandro Torcinovich, Manuel Curado +2
In this paper we analyze the practical implications of Szemerédi's regularity lemma in the preservation of metric information contained in large graphs. To this end, we present a h…