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08/17/2023
TraitLab: a Matlab package for fitting and simulating binary tree-like data
TraitLab is a software package for simulating, fitting and analysing tre...
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06/27/2023
Biclustering random matrix partitions with an application to classification of forensic body fluids
Classification of unlabeled data is usually achieved by supervised learn...
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04/01/2022
Scalable Semi-Modular Inference with Variational Meta-Posteriors
The Cut posterior and related Semi-Modular Inference are Generalised Bay...
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01/24/2022
Valid belief updates for prequentially additive loss functions arising in Semi-Modular Inference
Model-based Bayesian evidence combination leads to models with multiple ...
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12/27/2020
Tree based credible set estimation
Estimating a joint Highest Posterior Density credible set for a multivar...
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06/19/2020
Distortion estimates for approximate Bayesian inference
Current literature on posterior approximation for Bayesian inference off...
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03/15/2020
Semi-Modular Inference: enhanced learning in multi-modular models by tempering the influence of components
Bayesian statistical inference loses predictive optimality when generati...
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02/11/2020
Large Scale Tensor Regression using Kernels and Variational Inference
We outline an inherent weakness of tensor factorization models when late...
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10/15/2018