Study each problem in the setting with the simplest structure where it makes sense.

Advice from Gustave Choquet to Michel Talagrand

Conformal Prediction

I presented the two key ideas of rank based statistics and exchangeability for split and full conformal prediction.

Generating Functions

I presented an introduction to ogfs and egf, emphasizing their use in solving problems like Triangulation and Permutation.

Chaining and Dudley's Inequality

Presentation on the proof of discrete version of Dudley's Inequality.

Matrix Chernoff Bound

Presentation on the proof of Matrix Chernoff Bound.

Minimax Rate for Gaussian Location Model

This is a (detailed) summary of the proof techniques used by Matey Neykov in his recent paper.