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The Dan MacKinlay stable of variably-well-consider’d enterprises
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Probabilistic Dependency Graphs — The Dan MacKinlay stable of variably-well-consider’d enterprises
https://danmackinlay.name/notebook/graphical_models_pdg.html
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Tagged with:
statistics
probability
machine learning
networks
algebra
graphical models
Wherein a graphical formalism is presented that generalizes Bayesian networks and factor graphs, is capable of representing inconsistent beliefs, and is shown to induce variational bounds and simple proofs.
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