Paper reading notes for optimization, decision-making, and adjacent machine learning methods.
Sections
| Section | Scope | Notes |
|---|---|---|
| Decision-Focused Learning | Predict-then-optimize, decision-focused learning, and differentiable optimization layers | 3 |
| Complexity Theory | Oracle lower bounds, information-theoretic limits, and convergence rate tightness | 1 |
| Linear Programming | First-order, barrier, and large-scale linear programming methods | 1 |