Classification and Comparison via Neural Networks

We consider learning from comparison labels generated as follows: given two samples in a dataset, a labeler produces a label indicating their relative order. Such comparison labels scale quadratically with the dataset size; most importantly, in practice, they often exhibit lower variance compared to...

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Detaylı Bibliyografya
Yayımlandı:Neural Netw
Asıl Yazarlar: Yildiz, İlkay, Tian, Peng, Dy, Jennifer, Erdoğmuş, Deniz, Brown, James, Kalpathy-Cramer, Jayashree, Ostmo, Susan, Campbell, J. Peter, Chiang, Michael F., ioannidis, Stratis
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: 2019
Konular:
Article
Online Erişim:https://ncbi.nlm.nih.gov/pmc/articles/PMC6718310/
https://ncbi.nlm.nih.gov/pubmed/31254769
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.neunet.2019.06.004
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