All problems are from Foundations of Computational Imaging. Due dates are on the course schedule. Submit each homework as a PDF via Brightspace.
| Assignment | Problems |
|---|---|
| Homework 1 | Chapter 2 (Probability), problems 1 to 5 |
| Homework 2 | Chapter 2 (Probability), problems 6 to 12 |
| Homework 3 | Chapter 2 (Probability), problems 13 to 21 |
| Homework 4 | Chapter 3 (Causal Gaussian Models), problems 1 to 10 |
| Homework 5 | Chapter 4 (Non-Causal Gaussian Models), problems 1 to 11 |
| Homework 6 | Chapter 5 (MAP Estimation), problems 1 to 6 |
| Homework 7 | Chapter 6 (Non-Gaussian MRFs), problems 1 to 6 |
| Homework 8 | Chapter 7 (Non-Gaussian MAP), problems 1 to 6; and Chapter 8 (Surrogate Functions), problems 1 to 5 |
| Homework 9 | Chapter 9 (Constrained Optimization), problems 1 to 10 |
| Homework 10 | Chapter 10 (Plug-and-Play), problems 1 to 5 |
| Homework 11 | Chapter 12 (EM Algorithm), problems 1, 2, 4, 5, and 6 |
| Homework 12 | Chapter 13 (Markov Chains), problems 1, 7, 9, and 11; and Chapter 15 (Stochastic Simulation), problems 1, 2, 5, and 7 |