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Tamara Broderick

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Nonparametric Bayesian Methods: Models, Algorithms, and Applications IFoundations of Machine Learning Boot Camp 20172017-01-23
Argument: treat the latent mixture as an infinite parameter so realized cluster count grows with data (roughly log N in the basic Dirichlet case)…
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Nonparametric Bayesian Methods: Models, Algorithms, and Applications IVFoundations of Machine Learning Boot Camp 20172017-01-23
Explains why node exchangeability (Aldous–Hoover/graphon representation) forces dense or empty growing graphs with edges ~N^2, and proposes edge…
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