Inferring latent task structure for Multitask Learning by Multiple Kernel Learning

BACKGROUND: The lack of sufficient training data is the limiting factor for many Machine Learning applications in Computational Biology. If data is available for several different but related problem domains, Multitask Learning algorithms can be used to learn a model based on all available informati...

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Detaylı Bibliyografya
Asıl Yazarlar: Widmer, Christian, Toussaint, Nora C, Altun, Yasemin, Rätsch, Gunnar
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: BioMed Central 2010
Konular:
Research
Online Erişim:https://ncbi.nlm.nih.gov/pmc/articles/PMC2966292/
https://ncbi.nlm.nih.gov/pubmed/21034430
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2105-11-S8-S5
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