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variational-methods-for-inference

In this project, we study variational methods for inference. We consider the Ising model on a grid. We then compare it with the following methods: Gibbs sampling, blocked Gibbs sampling, Loopy belief propagation, mean field, structured mean field.

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In this project, we study variational methods for inference. We consider the Ising model on a grid. We then compare it with the following methods: Gibbs sampling, blocked Gibbs sampling, Loopy belief propagation, mean field.

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