| Week | Lectures | Seminars | Home assignments deadlines |
|---|---|---|---|
| 1 | Lecture 1. Introduction. Convex sets. Convex functions | ||
| 2 | Autodiff tutorial with JAX | ||
| 3 | Lecture 2. Properties of convex functions and automatic differentiation. | ||
| 4 | Lecture 3. Convex optimization problems and packages to solve them | ||
| 5 | Seminar 5 | ||
| 6 | Optimality conditions |
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Optimization course for MSAI at MIPT