Alchemy

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

Build Neural Networks via Julia

January 19, 2020

Build a simple neural network through Julia's Flux package.
Duality in Convex Optimization

January 10, 2020

Analyze different dual optimization problems under the same perturbation framework.
Function Perspective of Convex Sets

December 19, 2019

Understand the geometric structure of convex sets from functions.