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I know MATLAB doesn't have a good performance in for loop computation, and I know that if some variables' size increases at each iteration of the for loop, more and more memory space will be...
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As the title, I am learning Bayesian method now. Previously, I preferred to use prediction regarding to a concrete machine learning problem, but I found out that people usually use 'inference' in...
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In the book Bayesian Reasoning and Machine Learning (by David Barber, DRAFT March 9, 2010). There is a definition of Local Markov Property (see pics attached). It is mentioned that "When...
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When generating a multivariate normal distribution random number,(1) firstly generating covariance matrix sigma; (2) and then generating covariance matrix sigma decomposition to determine the...
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