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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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Detalhes bibliográficos
Main Authors: Widmer, Christian, Toussaint, Nora C, Altun, Yasemin, Rätsch, Gunnar
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2010
Assuntos:
Acesso em linha: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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