Nikita Zhivotovskii: Catalogue data in Spring Semester 2021

Name Dr. Nikita Zhivotovskii
Address
Institut für Operations Research
ETH Zürich, HG G 21.1
Rämistrasse 101
8092 Zürich
SWITZERLAND
E-mailnikita.zhivotovskii@ifor.math.ethz.ch
DepartmentMathematics
RelationshipLecturer

NumberTitleECTSHoursLecturers
401-2684-00LMathematics of Machine Learning Information 5 credits2V + 1UA. Bandeira, N. Zhivotovskii
AbstractIntroductory course to Mathematical aspects of Machine Learning, including Supervised Learning, Unsupervised Learning, Sparsity, and Online Learning.
ObjectiveIntroduction to Mathematical aspects of Machine Learning.
ContentMathematical aspects of Supervised Learning, Unsupervised Learning, Sparsity, and Online Learning. This course is a Mathematical course, with Theorems and Proofs.
Prerequisites / NoticeNote for non Mathematics students: this class requires a certain degree of mathematical maturity--including abstract thinking and the ability to understand and write proofs.