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Date | Topic | Reading: (AZ), (KR), (SJ), (MU) and Exercises |
---|---|---|
Oct. 7 - 11 | Counting I: The Binomial Theorem,
Double Counting, Jensen's Inequality, The Averaging Principle |
SJ: Chapter 1,
AZ: pg. 144 Exercises (SJ: Chapter 1): 1-7, 10, 12 |
Oct. 14 - 18 | Counting II: , The Inclusion-Exclusion Principle, Pigeonhole Principle |
SJ: Chapters 1,
4 KR: Chap. 7.5-7.6, AZ: pg. 139-140 |
Oct. 21 - 25 | The Probabilistic Method | MU: Chap. 1-2 SJ: Chapter 2 |
Oct. 28 - Nov. 1 | Maximum Matchings, Stable Matchings | SJ: Chap. 5, Slides 1, 2 |
Nov. 4 - Nov. 8 | ||
Nov. 11 - Nov. 15 |
Moments and Deviations: Calculating mean, Markov's inequality, Chebychev's inequality |
MU: Chap. 3 |
Nov. 18 - Nov. 22 | Midterm Exam | |
Nov. 25 - Nov. 29 | Tail Inequalities, Chernoff Bounds | MU: Chap. 4 |
Dec. 2 - Dec. 6 |
Some properties of random permutations Balls in Bins, Birthday Paradox |
MU: Chap. 5.1-4 |
Dec. 9 - Dec. 13 |
Balls and Bins, Poisson Approximation, Hashing |
MU: Chap. 5.5-6 |
Dec. 16 - Dec. 20 |
Probabilistic Method: The Expectation Method Derandomization Using Conditional Expectations |
MU: Chap. 6.2-4 |
Dec. 23 - Dec. 27 | The Second Method Probabilistic Method: Lovasz local lemma |
MU: Chap. 6.5-7 |
Dec. 30 - Jan. 3 | Markov Chains | MU: Chap. 7.1-2 |
Jan. 6 - Jan. 10 | Random Walks on Undirected Graphs | MU: Chap. 7.3-4 Chiericetti, F., Dasgupta, A., Kumar, R., Lattanzi, S., Sarlos, T., On Sampling Nodes in a Network, Proceedings of the 25th International Conference on World Wide Web, 471--481, 2016. |
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