Feb 1, 2020
Explore all the types of Bayesian Methods; Variable elimination, Dynamic Programming, and Approximation algorithms in detail and also learn different approximation algorithms.
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Explore all the types of Bayesian Methods; Variable elimination, Dynamic Programming, and Approximation algorithms in detail and also learn different approximation algorithms.
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The Bayesian method is the natural approach to inference, yet it is hidden from readers behind chapters of slow, mathematical analysis. The typical text on Bayesian inference involves two to three chapters on probability theory, then enters what Bayesian inference is. Unfortunately, due to mathematical intractability of most Bayesian models, the reader is only shown simple, artificial examples. This can leave the user with a so-what feeling about Bayesian inference. In fact, this was the author's own prior opinion