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04/04/2023
Learning from data with structured missingness
Missing data are an unavoidable complication in many machine learning ta...
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06/13/2022
Density Estimation with Autoregressive Bayesian Predictives
Bayesian methods are a popular choice for statistical inference in small...
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03/01/2022
Neural Score Matching for High-Dimensional Causal Inference
Traditional methods for matching in causal inference are impractical for...
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02/21/2022
A Predictive Approach to Bayesian Nonparametric Survival Analysis
Bayesian nonparametric methods are a popular choice for analysing surviv...
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04/11/2021
Bayesian exponential random graph models for populations of networks
The collection of data on populations of networks is becoming increasing...
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03/23/2021