# Alchemy

## some notes on optimization, machine learning, convex analysis and probability

• ### Smoothing Technique for Nonsmooth Optimization I

Smooth minimization of non-smooth functions.

• ### Concentration Inequalities

Analyze the concentration properties of different random variables.

• ### Distance Between Sets

Analyze the distance between sets and the corresponding convergence.