738 citations · 3.2k across the 34 of their papers we have counts for
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q-bio.GN2013★ 7 cited
Identifying cancer subtypes in glioblastoma by combining genomic, transcriptomic and epigenomic data
Richard S. Savage, Zoubin Ghahramani, Jim E. Griffin +2
We present a nonparametric Bayesian method for disease subtype discovery in multi-dimensional cancer data. Our method can simultaneously analyse a wide range of data types, allowin…
stat.ME2013★ 19 cited
Gaussian Process Vine Copulas for Multivariate Dependence
David Lopez-Paz, José Miguel Hernández-Lobato, Zoubin Ghahramani
Copulas allow to learn marginal distributions separately from the multivariate dependence structure (copula) that links them together into a density function. Vine factorizations e…