Question: 8.23 ( ) www In Section 8.4.4, we showed that the marginal distribution p(xi) for a variable node xi in a factor graph is given

8.23 ( ) www In Section 8.4.4, we showed that the marginal distribution p(xi) for a variable node xi in a factor graph is given by the product of the messages arriving at this node from neighbouring factor nodes in the form (8.63). Show that the marginal p(xi) can also be written as the product of the incoming message along any one of the links with the outgoing message along the same link.

Step by Step Solution

There are 3 Steps involved in it

1 Expert Approved Answer

Step: 1 Unlock blur-text-image

Question Has Been Solved by an Expert!

Get step-by-step solutions from verified subject matter experts

Step: 2 Unlock

Step: 3 Unlock

Students Have Also Explored These Related Pattern Recognition And Machine Learning Questions!

Algorithms in Artificial Intelligence (or, the old name: Introduction to Algorithmic Decision Making) Part 1 Based on slides by David Sarne and Lirong Xia Course Tentative Schedule Introduction...

Submitted to Management Science manuscript MS-0001-1922.65 Authors are encouraged to submit new papers to INFORMS journals by means of a style file template, which includes the journal title....

BA 1605: Midterm Recap (Due: Feb. 27, 2015) Name _____________________________ 50 Student ID _____________________________ Section 01B 10:00~11:20 am Section 02B 01:00~02:20 pm [Questions 4 ~ 7] The...

Group: Amira- Meera -Noura 1- Introduction 2- Literature a. Definition of operation management b. Definition of operation strategy and why it is important c. Components of operations strategy 3- Case...

Hi, I am doing a project for derivatives class and I have some questions about a regression and Monte Carlo simulation that I need to come up with. So the goal is to hedge against CDS instruments by...

Please Provide a 2 to 3 page article review for each, there attached on this question. Your discussion should include a brief summary (including the big ideas or major points of the article) along...

(a) In SystemVerilog, what is the difference between: (i) The ternary operator ? and if...then...else statements? [2 marks] (ii) always_ff and always_comb? [2 marks] (iii) Blocking, non-blocking and...

Tactics Mentioned? Sample Size (n): ? Number of Groups: ? Number of Treatments: ? Standard Deviation ():? Standard Error:? Mean (): ? F Statistic: ? Degrees of Freedom (df):? P-Value:? An ANOVA...

What are the Statistics Mentioned? Sample Size (n): Number of Groups: Number of Treatments: Standard Deviation (): Standard Error: Mean (): F Statistic: Degrees of Freedom (df): P-Value: An ANOVA...

On October 27, 2006, Lintel Co. purchased $1,320 of supplies on account. a. Journalize the October 27, 2006, transaction. b. Prepare a T account for Supplies. Enter a debit balance of $585 as of...

Which of the following statements is not true if the precision interval for a sampling risk of 10 percent ranges from 60 to 70? a. A 10 percent probability exists that the true population value is...

A manufacturer had the following information: A manufacturer had the following information: Budget Actual Units produced 12,000 12.800 Materials used in production 480 kg Material Costs 59,600 Direct...

State the number of valence electrons for each of the following elements. (a) He (b) Pb (c) Se (d) Ne (e) Cs (f) Ga (g) Sb (h) Br.

Read Tweeting Social Change:How Social Media Are Changing Nonprofit Advocacy by Guo and Saxton.What is the authors three-stage pyramid model of social media-based advocacy?

The following items were reported in the Chronicle of Philanthropy. In each case, what types of controls that might have prevented the incident were either not in place or did not work?

Read Fiscal Leanness and Fiscal Responsiveness:Exploring the Normative Limits of Strategic Nonprofit Financial Management by G. Mitchell. What did the author describe as one of the most important...

26 A 0 5- Two alternative courses of action have the following schedules of disbursements: Year - A $21,000 B 1 0 - $2,000 2 0 -3,500 3 0 -5,000 4 0 -6,500 5 0 -8,000 - $21,000 - $25,000 Based on a...

56) What is an example of direct labor? Wages for factory maintenance workers Wages for accounting staff in company headquarters Wages for assembly-line workers in an automobile plant Wages for a...

Refer the following table. Cost of goods sold Inventory Computer Inc. 2020 2019 $1,455 $986 243 204 (millions of 5) Furniture Retailers Fresh-cut Flowers Inc. 2020 134 2019 $2,240 $2,780 201 11 2020...