Concentration Inequalities
Dirichlet Processes (mainly based on Ferguson's original paper)
Matrix Inversion Lemma
Goemans-Williamson MAX-CUT
Predictive Distribution of Multinomial-Dirichlet
Variational Representation of the Nuclear Norm
Minimax Lower Bound via Yang-Barron Method
Convergence of Maximum of i.i.d. Random Variables
Random Projection via Johnson-Lindenstrauss Lemma