Shahar Mendelson: Katalogdaten im Herbstsemester 2024 |
| Name | Herr Prof. Dr. Shahar Mendelson |
| Adresse | Andrea Waldburger Rämistr. 101, HG G 44.1 FIM 8092 Zürich SWITZERLAND |
| shahar.mendelson@math.ethz.ch | |
| Departement | Informationstechnologie und Elektrotechnik |
| Beziehung | Dozent |
| Nummer | Titel | ECTS | Umfang | Dozierende | |
|---|---|---|---|---|---|
| 227-0492-00L | Statistical Learning Theory: on the sample complexity problem | 1 KP | 2S | S. Mendelson | |
| Kurzbeschreibung | The course will be devoted to the solution of a classical question in Statistical Learning Theory: identifying the optimal sample complexity (with respect to the squared loss) under minimal assumptions. The main ngredients are elements of the small-ball method and the notion of median-of-means tournaments - with one additional application: an optimal mean estimation procedure for random vectors. | ||||
| Lernziel | |||||