Informatik Master  |
 Vertiefungen |
| Vertiefung in Machine Intelligence |
| Wahlfächer |
| Nummer | Titel | Typ | ECTS | Umfang | Dozierende |
|---|
| 252-0526-00L | Statistical Learning Theory | W | 8 KP | 3V + 2U + 2A | |
| 252-0526-00 V | Statistical Learning Theory | | | 3 Std. | | J. M. Buhmann |
| 252-0526-00 U | Statistical Learning Theory | | | 2 Std. | | J. M. Buhmann |
| 252-0526-00 A | Statistical Learning Theory | | | 2 Std. | | J. M. Buhmann |
| 252-0579-00L | 3D Vision | W | 5 KP | 3G + 1A | |
| 252-0579-00 G | 3D Vision | | | 3 Std. | | M. Pollefeys,
D. B. Baráth |
| 252-0579-00 A | 3D Vision | | | 1 Std. | | M. Pollefeys,
D. B. Baráth |
| 261-5120-00L | Machine Learning for Health Care  | W | 5 KP | 2V + 2A | |
| 261-5120-00 V | Machine Learning for Health Care | | | 2 Std. | | J. Vogt,
V. Boeva,
M. Kuznetsova |
| 261-5120-00 A | Machine Learning for Health Care | | | 2 Std. | | V. Boeva,
J. Vogt,
M. Kuznetsova |
| 263-5000-00L | Computational Semantics for Natural Language Processing | W | 6 KP | 2V + 1U + 2A | |
| 263-5000-00 V | Computational Semantics for Natural Language Processing | | | 2 Std. | | M. Sachan |
| 263-5000-00 U | Computational Semantics for Natural Language Processing | | | 1 Std. | | M. Sachan |
| 263-5000-00 A | Computational Semantics for Natural Language Processing | | | 2 Std. | | 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 | |
| 263-5051-00 V | AI Center Projects in Machine Learning Research | | | 2 Std. | | A. Ilic,
N. Davoudi,
M. El-Assady,
F. Engelmann,
S. Gashi,
T. Kontogianni,
A. Marx,
B. Moseley,
G. Ramponi,
X. Shen,
M. Sorbaro Sindaci |
| 263-5051-00 A | AI Center Projects in Machine Learning Research | | | 1 Std. | | 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 | |
| 263-5052-00 G | Interactive Machine Learning: Visualization & Explainability | | | 3 Std. | | M. El-Assady |
| 263-5052-00 A | Interactive Machine Learning: Visualization & Explainability | | | 1 Std. | | M. El-Assady |
| 263-5255-00L | Foundations of Reinforcement Learning | W | 7 KP | 3V + 3A | |
| 263-5255-00 V | Foundations of Reinforcement Learning | | | 3 Std. | | N. He |
| 263-5255-00 A | Foundations of Reinforcement Learning | | | 3 Std. | | 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 | |
| 263-5351-00 V | Machine Learning for Genomics | | | 2 Std. | | V. Boeva |
| 263-5351-00 U | Machine Learning for Genomics | | | 1 Std. | | V. Boeva |
| 263-5351-00 A | Machine Learning for Genomics | | | 1 Std. | | V. Boeva |
| 263-5352-00L | Advanced Formal Language Theory | W | 6 KP | 4G + 1A | |
| 263-5352-00 G | Advanced Formal Language Theory | | | 4 Std. | | R. Cotterell |
| 263-5352-00 A | Advanced Formal Language Theory | | | 1 Std. | | R. Cotterell |
| 263-5353-10L | Philosophy of Language and Computation II (with Case Study) | W | 5 KP | 2V + 1U + 1A | |
| 263-5353-10 V | Philosophy of Language and Computation II | | | 2 Std. | | R. Cotterell,
J. L. Gastaldi |
| 263-5353-10 U | Philosophy of Language and Computation II | | | 1 Std. | | R. Cotterell,
J. L. Gastaldi |
| 263-5353-10 A | Philosophy of Language and Computation II | | | 1 Std. | | R. Cotterell,
J. L. Gastaldi |
| 263-5354-00L | Large Language Models | W | 8 KP | 3V + 2U + 2A | |
| 263-5354-00 V | Large Language Models | | | 3 Std. | | R. Cotterell,
M. Sachan,
F. Tramèr,
C. Zhang |
| 263-5354-00 U | Large Language Models | | | 2 Std. | | R. Cotterell,
M. Sachan,
F. Tramèr,
C. Zhang |
| 263-5354-00 A | Large Language Models | | | 2 Std. | | R. Cotterell,
M. Sachan,
F. Tramèr,
C. Zhang |
| 227-0434-10L | Mathematics of Information | W | 8 KP | 3V + 2U + 2A | |
| 227-0434-10 V | Mathematics of Information | | | 3 Std. | | H. Bölcskei |
| 227-0434-10 U | Mathematics of Information | | | 2 Std. | | H. Bölcskei |
| 227-0434-10 A | Mathematics of Information | | | 2 Std. | | H. Bölcskei |
| 401-3632-00L | Computational Statistics | W | 8 KP | 3V + 1U | |
| 401-3632-00 V | Computational Statistics | | | 3 Std. | | M. Mächler |
| 401-3632-00 U | Computational Statistics
A "Präsenzstunde" directly following the exercises will be offered | | | 1 Std. | | M. Mächler |
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