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05/03/2022
Scalable Regularised Joint Mixture Models
In many applications, data can be heterogeneous in the sense of spanning...
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04/11/2022
On unsupervised projections and second order signals
Linear projections are widely used in the analysis of high-dimensional d...
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06/19/2020
Mixture of Conditional Gaussian Graphical Models for unlabelled heterogeneous populations in the presence of co-factors
Conditional correlation networks, within Gaussian Graphical Models (GGM)...
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03/23/2020
Deterministic Approximate EM Algorithm; Application to the Riemann Approximation EM and the Tempered EM
The Expectation Maximisation (EM) algorithm is widely used to optimise n...
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03/11/2020