Statistical Network Analysis (WS 2018/19)
Lecture for Masters students by Debarghya GhoshdastidarThe lecture is intended for Master students in computer science or mathematics, but might also be interesting for students from other disciplines. If in doubt, please simply attend the first lecture and talk to me in the end.
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Lecture notes
Slides used in the lectures are here (will be updated regularly)Schedule
| Date | Topic | Note |
|---|---|---|
| 15.10.2018 | Lecture: Introduction to Network Analysis | -- |
| 17.10.2018 | Tutorial: NetworkX, Probability | Assignment 1 online |
| 22.10.2018 | Lecture: Network Measures | Deadline for registering on ILIAS |
| 24.10.2018 | Tutorial: Probability | -- |
| 29.10.2018 | Lecture: Network Measures | Deadline for submitting Assignment 1 |
| 31.10.2018 | Tutorial: Assignment 1, Metric Space | Assignment 2 online |
| 05.11.2018 | Lecture: Network Models | -- |
| 07.11.2018 | Tutorial: Proofs for ER model | -- |
| 12.11.2018 | Lecture: Network Models, Geometric Graph | Deadline for submitting Assignment 2 |
| 14.11.2018 | Lecture: Geometric Graph, Tutorial: Linear Algebra |
Assignment 3 online |
| 19.11.2018 | Lecture: Spectral Graph Theory | -- |
| 21.11.2018 | Tutorial: Assignment 2, Q&A for Assignment 3 | -- |
| 26.11.2018 | Lecture: Communities in networks | Deadline for submitting Assignment 3 |
| 28.11.2018 | Lecture+Tutorial: Communities in networks | Assignment 4 online |
| 03.12.2018 | No meeting | Watch Lecture 5 of course by Leskovec (not part of final exam) |
| 05.12.2018 | No meeting | |
| 10.12.2018 | Tutorial: Assignment 3, Q&A for Assignment 4 (meeting starts at 12:45) |
Deadline for submitting Assignment 4 |
| 12.11.2018 | Lecture: Network visualisation | Assignment 5 online |
| 17.12.2018 | No meeting | Watch Lecture 6 of course by Leskovec (not part of final exam) |
| 19.12.2018 | No meeting | |
| 24.12.2018 | Winter break | |
| 26.12.2018 | Winter break | |
| 31.12.2018 | Winter break | |
| 02.01.2019 | Winter break | |
| 07.01.2019 | Lecture: Random walk on graph | Deadline for submitting Assignment 5 |
| 09.01.2019 | Tutorial: Assignment 4, 5 | -- |
| 14.01.2019 | Lecture: Random walk + Semi-supervised learning | Assignment 6 online |
| 16.01.2019 | Lecture: Semi-supervised + Tutorial: Assignment 5 | -- |
| 21.01.2019 | Lecture: Network dynamics | -- |
| 23.01.2019 | Lecture: Network dynamics | Practice exam online |
| 28.01.2019 | Lecture: Further topics (not part of exam) | Deadline for submitting Assignment 6 Also for sending review topics, practice questions |
| 30.01.2019 | Review of topics + Tutorial: Assignment 6 | -- |
| 04.02.2019 | Review of topics | -- |
| 06.02.2019 | Tutorial: Practice exam | -- |
| 11.02.2019 | Klausur (12 ct - 14 in F119) | -- |
| 18.02.2019 | Q&A for final exam | Room B-220; anytime between 9-12 or 13-14 |
| 10.04.2019 | Nachklausur (10 ct - 12 in F122) | -- |
