Num. | Topics | Files |
1 | Introduction | Lecture01 |
2 | The dangers of adaptivity | Lecture02 |
3 | Transcript compression | Lecture03 |
4 | Transcript compression + DP stability | Lecture04 |
5 | DP stability + Azuma-Hoeffding inequality | Lecture05 |
6 | DP stability | Lecture06 |
7 | DP stability + adversarial streaming | Lecture07 |
8 | Adversarial streaming | Lecture08 |
9 | Adversarial streaming and dynamic algorithms + non-iid sampling | Lecture09 |
10 | Impossibility Results | Lecture10 |
11 | Impossibility Results + ALKL stability | Lecture11 |