AG Mathematics of Deep Learning

Prof. Dr. Daniel Tenbrinck

Episodes6

Nov 10, 2020 · 53 min
Introduction to Adversarial Robustness for Deep Learning
An introduction to adversarial attacks and defenses for deep neural networks given by René Raab and Leo Schwinn.
Feb 19, 2020 · 31 min
A New Approach for Stochastic Optimization in Deep Learning
A New Approach for Stochastic Optimization in Deep Learning
Feb 12, 2020 · 1 hr 27 min
Biomechanics meets Optimal Control: Predictions of Human Motion
Biomechanics meets Optimal Control: Predictions of Human Motion
Jan 8, 2020 · 44 min
Known Operator Learning - Towards Integration of Prior Knowledge into Machine Learning
Known Operator Learning - Towards Integration of Prior Knowledge into Machine Learning
Dec 4, 2019 · 1 hr 35 min
Mathematics - Deep Learning
Mathematics - Deep Learning
Nov 13, 2019 · 1 hr 22 min
Introduction to Deep Learning
Introduction to Deep Learning