Best Arm Identification in Linear Bandits

An overview of sample-complexity trade-offs between static and adaptive strategies in best-arm identification for linear bandits.

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.