Andreas Maier

223 to 191 of 191

11DEC 2020
Deep Learning WS 20/21
Watch now: Deep Learning: Architectures – Part 5 (WS 20/21)
This video discusses learning to learn options for architecture search and first results. Watch on:FAU TVFAU TV (no memes)YouTube Read the Transcript (Summer 2020) at:LMETowards Data Science
Read more about Watch now: Deep Learning: Architectures – Part 5 (WS 20/21)
10DEC 2020
Pattern Recognition WS 20/21
Watch now: Pattern Recognition: Episode 24 – Duality in Optimization (WS 20/21)
In this video, we look into the concept of duality in optimization and strong duality in convex problems. Watch on:FAU TVYouTube
Read more about Watch now: Pattern Recognition: Episode 24 – Duality in Optimization (WS 20/21)
10DEC 2020
Deep Learning WS 20/21
Watch now: Deep Learning: Architectures – Part 4 (WS 20/21)
This video demonstrates the many uses of residual connections in deep networks from Inception-ResNet to DenseNet. Watch on:FAU TVFAU TV (no memes)YouTube Read the Transcript (Summer 2020) at:LMETowards Data Science
Read more about Watch now: Deep Learning: Architectures – Part 4 (WS 20/21)
09DEC 2020
Pattern Recognition WS 20/21
Watch now: Pattern Recognition: Episode 23 – Support Vector Machines – Concept (WS 20/21)
In this video, we explain the basic concept of the support vector machine. Watch on:FAU TVYouTube
Read more about Watch now: Pattern Recognition: Episode 23 – Support Vector Machines – Concept (WS 20/21)
09DEC 2020
Deep Learning WS 20/21
Watch now: Deep Learning: Architectures – Part 3 (WS 20/21)
This video discusses the ideas of residual connections in deep networks that allow going from 20 to more than 1000 layers. Watch on:FAU TVFAU TV (no memes)YouTube Read the Transcript (Summer 2020) at:LMETowards Data Science
Read more about Watch now: Deep Learning: Architectures – Part 3 (WS 20/21)
08DEC 2020
Pattern Recognition WS 20/21
Watch now: Pattern Recognition: Episode 22 – Norm-dependent Gradients (WS 20/21)
In this video, we look at how norms alter gradient directions during optimization. Watch on:FAU TVYouTube
Read more about Watch now: Pattern Recognition: Episode 22 – Norm-dependent Gradients (WS 20/21)