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01/21/2022
Unity Smoothing for Handling Inconsistent Evidence in Bayesian Networks and Unity Propagation for Faster Inference
We propose Unity Smoothing (US) for handling inconsistencies between a B...
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03/05/2021
sparta: Sparse Tables and their Algebra with a View Towards High Dimensional Graphical Models
A graphical model is a multivariate (potentially very high dimensional) ...
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03/03/2021
Detecting Outliers in High-dimensional Data with Mixed Variable Types using Conditional Gaussian Regression Models
Outlier detection has gained increasing interest in recent years, due to...
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12/01/2020
DNA mixture deconvolution using an evolutionary algorithm with multiple populations, hill-climbing, and guided mutation
DNA samples crime cases analysed in forensic genetics, frequently contai...
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09/26/2015
Targeted Fused Ridge Estimation of Inverse Covariance Matrices from Multiple High-Dimensional Data Classes
We consider the problem of jointly estimating multiple precision matrice...
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03/27/2015