Show the procedure to derive the following two steps in Bayesian learning of a multivariate Gaussian model:

Question:

a. Completing the square:

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Machine Learning Fundamentals A Concise Introduction

ISBN: 9781108940023

1st Edition

Authors: Hui Jiang

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Question Posted: Oct 12, 2024 05:02 AM

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Show the procedure to derive the following two steps in Bayesian learning of a multivariate Gaussian model:

Question:

IM i=1 with x = xi. N (xi - ) 2(x; 1) = (x x) (x x) + N( x) ( x), i=1 b. (x-x)(x; - x) = tr(((x-x)(x; - x))1) = tr(NS), with S (x-x)(x; - x). =

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Machine Learning Fundamentals A Concise Introduction

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