Alchemy

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

Smoothing Technique for Nonsmooth Optimization I

April 19, 2020

Smooth minimization of non-smooth functions.
Concentration Inequalities

February 23, 2020

Analyze the concentration properties of different random variables.
Distance Between Sets

February 11, 2020

Analyze the distance between sets and the corresponding convergence.