Research

Machine Learning

I'm broadly interested in Deep Learning, particularly foundational architecture research and generative modelling. Currently, I'm working on deep learning architectures for few-shot reasoning and test-time adaptation.

Mathematics

I'm primarily interested in Combinatorics, with a secondary interest in Number Theory. Currently, I'm working on proving extensions of Erdős–Ko–Rado type intersection theorems.

Publications

None yet... hopefully one day!

Official Coursework

  • Multivariate Calculus
  • Differential Equations
  • Linear, Group, Ring, and Module Algebra
  • Real and Complex Analysis
  • Number Theory
  • Graph Theory
  • Algorithm Design and Data Structures
  • Advanced Machine Learning
  • Theory of Computation
charlesran.com · 2020–2026