Birs- 17w5060: Bayesian Nonparametric Inference: Dependence Structures and their Applications
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Title: Bayesian nonparametric models for networks
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Title: Bayesian inference about smooth functions on grahps
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Title: Asymptotic behavior of the number of distinct values in a sample from the geometric stick-breaking process
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Title: Convergence and concentration under symmetry constraints
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Title: Mixture modeling on related samples through psi-stick breaking and kernel perturbation.
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Title: Statistical properties of variational inference
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Title: Automated, Scalable Bayesian Inference with Theoretical Guarantees
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Title: Nonparametric concentration rates for network models
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Title: On the frequentist validity of Bayesian limits
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Title: Bayesian Nonparamteric Modelling of Recurrent Event Processes
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Title: Dependent nonparametric modelling through compound random measures
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Title: Quantile regression, extremes modeling
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Title: Dynamic ordinal regression modeling, with applications to estimating natural selection surfaces in population biology
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Title: Bayesian subspace approximation via mixtures of spherelets
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Title: Two unrelated topics: Polya trees and copulas
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Title: Vectors of dependent priors for partially exchangeable data
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Title: Bayesian inference in the hierarchical Pitman-Yor model
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Title: Dependent processes for functional forecasting in virtual gas markets
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Title: Predictive Portfolio Optimization under Expected-Shortfall Including Estimation Error
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