CIS 620 Graphical Models Spring 2009
Homework 6
(Problems from Carlos Guestrin)
March 23, 2009
1
Variational Inference
In this problem, you will investigate mean eld approximate inference algorithms. Consider
the Markov network in Figure 1(a). Dene edge p
Some warm-up problems
CS 218, Fall 2015
Algorithm Loop1 (n : integer)
for i 1 to n log2 n do
for j i to n do
print Hi
Answer: When i n, the print statement is executed n + (n
The outer for loop takes (n log2 n) time. Overall, the algorithm
Analysis of it
CS 218, Fall 2015
Posted: November 18th, 2015
Homework 7
Due: November 25th, 2015
A
The solution of this assignment has to be typed (L TEX works great)
Write on the rst page your full name with upper-case LAST name, assignment number, and
student ID
Yo
CS 218, Fall 2015
Homework 4
Posted: October 21, 2015
Due: October 28, 2015
A
The solution of this assignment has to be typed (L TEX works great)
Write on the rst page your full name with upper-case LAST name, assignment number, and
student ID
You are
CS 218, Fall 2015
Posted: October 14, 2015
Homework 3
Due: October 21, 2015
A
The solution of this assignment has to be typed (L TEX works great)
Write on the rst page your full name with upper-case LAST name, assignment number, and
student ID
You are
CS 218, Fall 2015
Homework 5
Posted: October 28th, 2015
Due: November 4th, 2015
A
The solution of this assignment has to be typed (L TEX works great)
Write on the rst page your full name with upper-case LAST name, assignment number, and
student ID
You
CS 218, Fall 2015
Posted: November 11th, 2015
Homework 6
Due: November 18th, 2015
A
The solution of this assignment has to be typed (L TEX works great)
Write on the rst page your full name with upper-case LAST name, assignment number, and
student ID
Yo
CS 218, Fall 2015
Homework 2
Posted: October 7th, 2015
Due: October 14th, 2015
A
The solution of this assignment has to be typed (L TEX works great)
Write on the rst page your full name with upper-case LAST name, assignment number,
and student ID
You a
CS 218, Fall 2015
Posted: September 30th, 2015
Homework 1
Due: October 7th, 2015
A
The solution of this assignment has to be typed (L TEX works great)
Write on the rst page your full name with upper-case LAST name, assignment number,
and student ID
You