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Assignment - Laplace Method Approximate Bayesian Inference Essay
Please answer the following questions and provide references for your answers.
Question 1 - What is approximate Bayesian inference and give at least three examples of approximate inferential frameworks.
Question 2 - Explain what is a Latent Gaussian Model (LGM).
Question 3 - Explain what is a Gaussian Markov Random field (GMRF) and give an example thereof.
Question 4 - Explain the Laplace method as an approximate inference tool.
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