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Showing 1 to 2 of 2 for “"Latent feature models"”.
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Latent feature models and non-invasive clonal reconstruction
… constraints or posit a perfect phylogeny. Models of the first type are typically latent feature models that can describe the observed data flexibly, but whose results may not be reconcilable with a phylogeny. The second type, instead, generally comprises non-parametric mixture models, with …
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Nonparametric Bayesian Modelling in Machine Learning
… as a prior on an infinite dimensional space for latent feature models. Our contribution in this thesis is to collect many diverse groups of nonparametric Bayesian tools and explore algorithms to sample from them. We also explore machinery behind the theory to apply and expose some distinguished …