Informatik Master  |
 Vertiefungen |
| Vertiefung in Machine Intelligence |
| Kernfächer |
| Nummer | Titel | Typ | ECTS | Umfang | Dozierende |
|---|
| 261-5110-00L | Optimization for Data Science | W | 10 KP | 3V + 2U + 4A | B. Gärtner,
N. He |
| 263-3710-00L | Machine Perception  | W | 8 KP | 3V + 2U + 2A | O. Hilliges,
J. Song |
|
| Wahlfächer |
| Nummer | Titel | Typ | ECTS | Umfang | Dozierende |
|---|
| 252-0526-00L | Statistical Learning Theory | W | 8 KP | 3V + 2U + 2A | J. M. Buhmann |
| 252-0579-00L | 3D Vision | W | 5 KP | 3G + 1A | M. Pollefeys,
D. B. Baráth |
| 261-5120-00L | Machine Learning for Health Care | W | 5 KP | 2V + 2A | V. Boeva,
J. Vogt,
M. Kuznetsova |
| 263-5000-00L | Computational Semantics for Natural Language Processing | W | 6 KP | 2V + 1U + 2A | M. Sachan |
| 263-5051-00L | AI Center Projects in Machine Learning Research Last cancellation/deregistration date for this ungraded semester performance: Friday, 17 March 2023! Please note that after that date no deregistration will be accepted and the course will be considered as "fail". | W | 4 KP | 2V + 1A | A. Ilic,
N. Davoudi,
M. El-Assady,
F. Engelmann,
S. Gashi,
T. Kontogianni,
A. Marx,
B. Moseley,
G. Ramponi,
X. Shen,
M. Sorbaro Sindaci |
| 263-5052-00L | Interactive Machine Learning: Visualization & Explainability | W | 5 KP | 3G + 1A | M. El-Assady |
| 263-5255-00L | Foundations of Reinforcement Learning | W | 7 KP | 3V + 3A | N. He |
| 263-5351-00L | Machine Learning for Genomics The deadline for deregistering expires at the end of the third week of the semester. Students who are still registered after that date, but do not provide project work, do not participate in paper presentation sessions and/or do not show up for the exam, will officially fail the course. | W | 5 KP | 2V + 1U + 1A | V. Boeva |
| 263-5352-00L | Advanced Formal Language Theory | W | 6 KP | 4G + 1A | R. Cotterell |
| 263-5353-10L | Philosophy of Language and Computation II (with Case Study) | W | 5 KP | 2V + 1U + 1A | R. Cotterell,
J. L. Gastaldi |
| 263-5354-00L | Large Language Models | W | 8 KP | 3V + 2U + 2A | R. Cotterell,
M. Sachan,
F. Tramèr,
C. Zhang |
| 227-0434-10L | Mathematics of Information | W | 8 KP | 3V + 2U + 2A | H. Bölcskei |
| 401-3632-00L | Computational Statistics | W | 8 KP | 3V + 1U | M. Mächler |
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