Approximate schedule (subject to change):
| Week | Lecture | Recitation and Problem Solving Practice |
|---|---|---|
| 1 | Introduction | Variation distance |
| 1-2 | Linearity of expectation | Sum-Free subsets |
| 2-3 | Alterations | Two methods for derandomization |
| 4 | The second moment method | Applications of the second moment method |
| 5 | Large deviation inequalities | Large deviations in "rare" variables, multiplicative Chernoff bounds |
| 5-6 | Martingales | Additional martingale examples |
| 7-8 | The Lovász local lemma | A constructive proof of the local lemma |
| 9 | Correlation inequalities | Additional correlation inequalities |
| 10-11 | Entropy | Shearer's inequality, applications |
| 12 | Complementary material | Complementary material |
Approximate homework schedule (subject to change):
| Assignment | Release date | Due date |
|---|---|---|
| HW1 | 21.1 | 22.2 |
| HW2 | 25.2 | 28.3 |
| HW3 | 7.4 | 23.5 |