Notes
Disclaimer
The notes here are surveys on certain topics and may be technical for general audience. If you find any mistakes or feel confused, feel free to let me know!
Notes and Slides
-
Theoretical Aspects of Generative Adversarial Nets
[pdf]
-
Introduction to some useful concentration inequalities
[pdf]
-
Some results on learning-based query and group testing
[pdf]
-
Introduction to VC theory
[pdf]
-
Introduction to probability theory
[Part I]
[Part II]