Mathematics of Noisy-MAX

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BartekPer
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Joined: Wed Apr 21, 2021 8:45 am

Mathematics of Noisy-MAX

Post by BartekPer »

Hello,

My name is Bartosz, and I am doing my final year project on Bayesian Network.
I was wondering if there is a way to extract equations that GeNie Academic used to compute the numbers in Conditional Probability Tables CPTs in Noisy-MAX node?
marek [BayesFusion]
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Posts: 430
Joined: Tue Dec 11, 2007 4:24 pm

Re: Mathematics of Noisy-MAX

Post by marek [BayesFusion] »

Hi Bartosz,

The best place to get the exact formulas for calculating CPTs from Noisy-MAX parameters is a review paper that I co-authored with my colleague, Javier Diez. Here is the link to the PDF version of the paper (it should be also available in GeNIe manual!):

http://62.204.199.55/wordpress/wp-conte ... z2006a.pdf

I hope this helps. Please let me know in case I misunderstood your question.
Cheers,

Marek
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