Antoine Maillard: Catalogue data in Spring Semester 2023 |
| Name | Dr. Antoine Maillard |
| Address | Forschungsinstitut für Mathematik ETH Zürich, HG G 21.2 Rämistrasse 101 8092 Zürich SWITZERLAND |
| antoine.maillard@math.ethz.ch | |
| Department | Mathematics |
| Relationship | Lecturer |
| Number | Title | ECTS | Hours | Lecturers | |
|---|---|---|---|---|---|
| 401-2684-00L | Mathematics of Signals, Networks, and Learning  | 5 credits | 2V + 1U | A. Bandeira, A. Maillard | |
| Abstract | Introductory course to Mathematical aspects of Machine Learning, including Supervised Learning, Unsupervised Learning, Sparsity, and Online Learning. | ||||
| Learning objective | Introduction to Mathematical aspects of Machine Learning. | ||||
| Content | Mathematical aspects of Supervised Learning, Unsupervised Learning, Sparsity, and Online Learning. This course is a Mathematical course, with Theorems and Proofs. | ||||
| Prerequisites / Notice | Note for non Mathematics students: this class requires a certain degree of mathematical maturity--including abstract thinking and the ability to understand and write proofs. | ||||