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Showing 1 to 1 of 1 for “"Dependent Gaussian processes"”.
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Dynamic factor analysis with dependent Gaussian processes for high-dimensional biomarker trajectories
… correlation among different pathways through dependent Gaussian processes (DGP) and mapping the observed high-dimensional gene expression trajectories into unobserved low-dimensional pathway expression trajectories via Bayesian sparse factor analysis in Chapter 2. Our proposal is the first …