Andersen Ang | Papers | Talks | Notes | Misc.

  • My notes since my PhD study (2017). Email me if you find a mistake/typo
  • I update this page 2025-Mar-24, refresh browser to avoid showing the old page
  • In maths you don't understand things. You just get used to them.'' von Neumann
  • I learned very early the difference between knowing the name of something and knowing somethingFeynman

Course

AICE2001 Scientific Computing, USouthampton, 25Fall

COMP6260 Optimisation for Machine Learning, USouthampton, 25Spring

AICE1004 Maths for AI&CE, USouthampton, 24Fall
Info | LectureNote | MadBookPro

COMP1311 Math I, USouthampton, 24Fall
COMP1215 Foundations of Computer Science, USouthampton, 23Fall
Combinatorics Graph Probability StatisticsNote Keys & book Madbook


Continuous Optimization

1st-order method

Min-max Optimization, Saddle Point, Robust Optimization

Primal-dual method

Majorization Minimization

Nonconvex Optimizations

Submodular Optimization

  • Submodulairty

Scientific Computing

Miscellaneous

Clifford Algebra

Tropical semi-ring