Duke Kwon

Hi I'm Duke! I like math, and I'm using my site to share my learnings and hopefully showcase some interesting projects. I usually go by "dk" online..

Email  /  GitHub  /  LinkedIn

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Research

I'm interested in numerical analysis and optimization, especially within the context of machine learning. In progress!

Robotics: Collision Detection & Trajectory Planning Optimization -- coming soon! :)

Math

If you want another perspective from an applied mathematician's point of view!

Attention & Transformers -- Draft 2

Constrained Optimization, KKT Conditions, Farka's/Gordan's Theorem -- Draft 1

Gradient Boosting -- Draft 1

ML Statistical Learning Theory -- Coming soon!

Other Interests

Photography, Longboarding, Anime, Life Advice ...