Optimization in Machine Learning
This lecture (6 ECTS) will cover optimization methods that typically appear in machine learning. Most importantly, we will discuss different (stochastic) versions of the gradient descent method and their applications in machine learning.
Team
Felix Benning, Prof. Dr. Simon Weißmann
Weekly schedule
Lectures:
Tuesday, B2, C 013 Hörsaal (A5, 6 Bauteil C)
Thursday, B3, C 013 Hörsaal (A5, 6 Bauteil C)
Exercise Classes:
Thursday, B3, C 013 Hörsaal (A5, 6 Bauteil C) – first class on 19 September 2024
Voluntary Tutorial:
every second Thursday, B5, location tba – starting on 19 September 2024
Exercises
Lecture notes
Lecture Notes (will be updated during the semester; latest update: 09.09.2024)