Conference paper
Manifesto of edge ICT fabric
A. Manzalini, R. Minerva, et al.
ICIN 2013
We reduce ranking, as measured by the Area Under the Receiver Operating Characteristic Curve (AUC), to binary classification. The core theorem shows that a binary classification regret of r on the induced binary problem implies an AUC regret of at most 2r. This is a large improvement over approaches such as ordering according to regressed scores, which have a regret transform of r nr where n is the number of elements.
A. Manzalini, R. Minerva, et al.
ICIN 2013
George Saon
SLT 2014
Rie Kubota Ando
CoNLL 2006
Victor Akinwande, Megan Macgregor, et al.
IJCAI 2024