```markdown
# Unconstrained Minimization

- **terminology and assumptions**
- **gradient descent method**
- **steepest descent method**
- **Newton’s method**
- **self-concordant functions**
- **implementation**

*Source: A. d’Aspremont. Convex Optimization M2. Page 3/53*
```