CS475/675 - Lectures (tentative)
2018 Spring
| Date | Topic | Handout | Further Reading | Note |
| 01 | May 02, 2018 | Introduction, PageRank | pdf | | hw1 out |
| 02 | May 07, 2018 | LU and Gaussian Elimination | pdf | | |
| 03 | May 09, 2018 | Cholesky, Banded matrices | pdf | | |
| 04 | May 14, 2018 | PDEs and Finite Difference | pdf | | |
| 05 | May 16, 2018 | Graph Representation, Ordering | pdf | | |
| 06 | May 22, 2018 | Inverse Problem | pdf | | |
| 07 | May 23, 2018 | Splitting | pdf | | |
| 08 | May 28, 2018 | Least-squares | see below | | hw1 due, hw2 out |
| 09 | May 30, 2018 | Steepest Descent | pdf | | |
| 10 | Jun 04, 2018 | Gram-Schmidt | pdf | | |
| 11 | Jun 06, 2018 | Conjugate Gradient | pdf | | |
| 12 | Jun 11, 2018 | Reflections | pdf | | |
| 13 | Jun 13, 2018 | Midterm (HH 1101) | | | proposal due, hw3 out |
| 14 | Jun 18, 2018 | Rotations | pdf | | |
| 15 | Jun 20, 2018 | Eigenvalue and Eigenvector | pdf | | |
| 16 | Jun 25, 2018 | Basic Eigenvalue Algorithms | pdf | | |
| 17 | Jun 27, 2018 | QR Iteration | pdf | | |
| Jul 02, 2018 | no class | | | Canada Day |
| 18 | Jul 04, 2018 | away | | | hw3 due, hw4 out |
| 19 | Jul 09, 2018 | Singular Value and Vector | pdf | | |
| 20 | Jul 11, 2018 | Applications | pdf | | |
| 21 | Jul 16, 2018 | Singular Value Algorithms | pdf | | |
| 22 | Jul 18, 2018 | Projections | pdf | | |
| 23 | Jul 23, 2018 | Randomized Algorithms | pdf | | hw4 due |
| 24 | Jul 25, 2018 | Course Review | pdf | | report due
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