Birs- 21w5107: Foundations of Objective Bayesian Methodology
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Title: Nonparametric priors for partially exchangeable data: dependence structure and borrowing of information
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Title: Nonparametric priors with full-range borrowing of information
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Title: A Wasserstein index of dependence for Bayesian nonparametric modeling
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Title: Improving MCMC convergence diagnostic with a local version of R-hat
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Title: Parallel Tempering on Optimized Paths
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Title: Gibbs sampling for mixtures in order of appearance: the ordered allocation sampler
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Title: Coupling-based convergence assessment of some Gibbs samplers for high-dimensional Bayesian regression with shrinkage priors
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Title: Approximate cross validation for mixture models
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Title: Default Bayes Factors for Testing the (In)equality of Several Population Variances
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Title: Characterizing variation of nonparametric random probability measures using the Kullback–Leibler divergence
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Title: Predictive Inference: a view towards objectivity
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Title: Finite mixtures are typically inconsistent for the number of components
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Title: Using cut posterior in semi parametric inference with applications to semiparametric and nonparametric Bayesian inference in hidden Markov models
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Title: Distributed, partially collapsed MCMC for Bayesian nonparametrics
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Title: A Common Atom Model for the Bayesian Nonparametric Analysis of Nested Data
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Title: Graph-Aligned Random Partition Model
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Title: Confounder importance learning for treatment effect inference
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Title: Metropolis-Hastings via Classification
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Title: General Bayesian Loss Function Selection and the use of Improper Models
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Title: Where did my Bayes Go?
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