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Bayesian statistics

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Bayesian statistics

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Robust and Private Bayesian Inference

Fast Dual Variational Inference for Non-Conjugate Latent Gaussian Models

High-Dimensional Gaussian Process Bandits

Fast Variational Bayesian Inference for Non-Conjugate Matrix Factorization Models

Inference about the number of contributors to a DNA mixture: Comparative analyses of a Bayesian network approach and the maximum allele count method

Methods for Single Trial Analysis of Asynchronous EEG Patterns

Bayesian inference from composite likelihoods, with an application to spatial extremes

Integrated Transportation and Urban Infrastructure Systems: Planning and Design

Dynamic Valuation of Delinquent Credit-Card Accounts

A New Hybrid Bayesian-Variational Particle Filter With Application To Mitotic Cell Tracking