Lecture notes on "Adaptive Data Analysis"

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