Theory Reading Track

1 If Your Goal Is Heavy Theory Papers

This is the shortest high-value route:

  1. proofs
  2. linear algebra
  3. multivariable calculus
  4. probability
  5. statistics
  6. real analysis
  7. optimization
  8. matrix analysis
  9. learning theory
  10. high-dimensional probability
  11. high-dimensional statistics

2 Overlay

Run the paper lab in parallel. Do not wait until you feel fully ready before touching papers.

Back to top