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Probabilistic Multi-Dimensional Classification
Multi-dimensional classification (MDC) can be employed in a range of app...
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Continuous Mixtures of Tractable Probabilistic Models
Probabilistic models based on continuous latent spaces, such as variatio...
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Bayesian Kernelised Test of (In)dependence with Mixed-type Variables
A fundamental task in AI is to assess (in)dependence between mixed-type ...
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Towards Robust Classification with Deep Generative Forests
Decision Trees and Random Forests are among the most widely used machine...
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