171 citations · 291 across the 9 of their papers we have counts for
Showing cs.LGShow all
2 papers · 1 filter
cs.LG2022★ 23 cited
Multilabel Prototype Generation for Data Reduction in k-Nearest Neighbour classification
Jose J. Valero-Mas, Antonio Javier Gallego, Pablo Alonso-Jiménez +1
Prototype Generation (PG) methods are typically considered for improving the efficiency of the -Nearest Neighbour (NN) classifier when tackling high-size corpora. Such approa…
cs.LG2020★ 2 cited
Incremental Unsupervised Domain-Adversarial Training of Neural Networks
Antonio-Javier Gallego, Jorge Calvo-Zaragoza, Robert B. Fisher
In the context of supervised statistical learning, it is typically assumed that the training set comes from the same distribution that draws the test samples. When this is not the…