This semester we will be working on High Dimensional Probability
Text: High Dimensional Probability: An Introduction with Applications in Data Science by Vershynin
09/08 | Concentration of Measure | Salil Singh
09/15 | Orlicz Spaces | Wes Caldwell
09/22 | The Grothendieck Inequality | Lin Chen
09/29 | The Johnson-Lindenstrauss Lemma | Ruiyu Han
10/06 | Gaussian Processes | Ben Weber
10/13 | The Geometry of Gaussian Processes | Sangmin Park
10/27 | Chaining | Sangmin Park
11/03 | VC Dimension I | Dingjun Bian
11/10 | The Dvoretzky-Milman Theorem | Salil Singh
11/17 | VC Dimension II | Tolson Bell
12/01 | Talagrand's Comparison Inequality | Ruiyu Han