Use the joint distribution of RBMs in Eq. (15.8) to prove the conditional independence of RBMs, and

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Use the joint distribution of RBMs in Eq. (15.8) to prove the conditional independence of RBMs, and further derive that both Pr¹hj = 1 j vº and Pr¹vi = 1 j hº can be computed with a sigmoid function.

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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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Use the joint distribution of RBMs in Eq. (15.8) to prove the conditional independence of RBMs, and further derive that both Prhj = 1 j v and Prvi = 1 j h can be computed with a sigmoid function.
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Use the joint distribution of RBMs in Eq. (15.8) to prove the conditional independence of RBMs, and

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Machine Learning Fundamentals A Concise Introduction

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