Weekly (Tentative) Schedule

CSCI-B 659/Fall 2011

 

Week of August 29

Tuesday Introduction, history and preview
Lecture notes are posted on Oncourse.
Thursday Review of basic probability theory
HW 1 is posted on Oncourse.
Lecture notes are posted on Oncourse.

Week of September 5

Tuesday Random variables, entropy
Lecture notes are posted on Oncourse.
Thursday Joint entropy and conditional entropy
Lecture notes are posted on Oncourse.
Groups are formed!

Week of September 12

Tuesday Relative entropy and mutual information
Lecture notes are posted on Oncourse.
Thursday Chain rules and some inequalities
Lecture notes are posted on Oncourse.
HW 2 is posted on Oncourse.

Week of September 19

Tuesday More inequalities
Lecture notes are posted on Oncourse.
Thursday Convergence theorems
Lecture notes are posted on Oncourse.

Week of September 26

Tuesday Asymptotic equipartition property and typical sets
Lecture notes are posted on Oncourse.
Thursday Entropy rates of Markov chains and HMMs
Lecture notes are posted on Oncourse.
HW 3 is posted on Oncourse.

Week of October 3

Tuesday Entropy rates of random processes continued
Lecture notes are posted on Oncourse.
Thursday Entropy rates for HMM
Deadline to get your study paper approved.
Lecture notes are posted on Oncourse.

Week of October 10

Tuesday Data compression I
Lecture notes are posted on Oncourse.
Thursday Data compression II
Lecture notes are posted on Oncourse.
HW 4 is posted on Oncourse.

Week of October 17

Tuesday Data compression III
Lecture notes are posted on Oncourse.
Thursday Midterm

Week of October 24

Tuesday Data compression IV
Lecture notes are posted on Oncourse.
Thursday Channel capacity I
HW 5 is posted on Oncourse.
Lecture notes are posted on Oncourse.

Week of October 31

Tuesday Channel capacity II
Lecture notes are posted on Oncourse.
Thursday Channel capacity III
Lecture notes are posted on Oncourse.

Week of November 7

Tuesday Information theory and statistics I, method of types
Lecture notes are posted on Oncourse.
Thursday Information theory and statistics II
No lecture notes: we solved the midterm problems.
Deadline for your critical review.

Week of November 14

Lecture notes are posted on Oncourse.
Tuesday Information theory and statistics III, upper and lower bounds
Lecture notes are posted on Oncourse.
Thursday Information theory and statistics IV, Law of large numbers

Week of November 21

Tuesday Information theory and statistics V, Large deviation theory
Lecture notes are posted on Oncourse.
Thursday Thanksgiving Break

Week of November 28

Tuesday Fisher information
Thursday Cramer-Rao inequality

Week of December 5

Tuesday Universal source coding I
Thursday Universal source coding II
Deadline for your grant proposal.