Ji-Ha's Blog

jiha-kim.github.io

Why coordinate-level optimizers can behave differently on weights that represent the same model, and how quotient-aware updates remove the hidden gauge.

Popular posts: 1
Total points: 444
HN comments: 70
Rank: #5,923 personal

Visit jiha-kim.github.io → On Hacker News Feb 2025 – Feb 2025

Math & Algorithms 1

Most points Most discussed Most cited Newest

Introduction to Stochastic Calculus

2025444 points70 comments Math & Algorithms details

A beginner-friendly introduction to stochastic calculus, focusing on intuition and calculus-based derivations instead of heavy probability theory formalism.