Class | Topic | Reading | Action Items |
Week 1 | Introduction to Inverse Problem | materials | Read Ch.1 |
Week 2 | Least Squares/Overdetermined System/Intro to Linear Inverse Problem | materials | Read Ch.2/ HW1 (Exercise 1-5) |
Week 3 | Linear Inverse Problem (1) - Underdetermined and Ill-posed System | | Read Ch.2/HW1 (Exercise 1-5) |
Week 4 | Linear Inverse Problem (2) - Hyperparameter Tuning/Model Validation | | Read Ch.5 |
Week 5 | Nonliner Inverse Problem | | Read Ch.6 |
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