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01DEC 2020
Pattern Recognition WS 20/21
Watch now: Pattern Recognition: Episode 18 – Norm-dependent Regression (WS 20/21)
In this video, we show the effects of norm-dependent regression. Watch on:FAU TVYouTube
Read more about Watch now: Pattern Recognition: Episode 18 – Norm-dependent Regression (WS 20/21)
01DEC 2020
Deep Learning WS 20/21
Watch now: Deep Learning: Common Practices – Part 1 (WS 20/21)
This video discusses the use of validation data and how to choose optimizers, monitor weights, and set learning rates including their annealing. Watch on:FAU TVFAU TV (no memes)YouTube Read the Transcript (Summer 2020) at:LMETowards Data Science
Read more about Watch now: Deep Learning: Common Practices – Part 1 (WS 20/21)
30NOV 2020
Pattern Recognition WS 20/21
Watch now: Pattern Recognition: Episode 17 – Norms and Unit Balls (WS 20/21)
In this video, we introduce norms on matrices and vectors and the corresponding unit balls. Watch on:FAU TVYouTube
Read more about Watch now: Pattern Recognition: Episode 17 – Norms and Unit Balls (WS 20/21)
30NOV 2020
Deep Learning WS 20/21
Watch now: Deep Learning: Regularization – Part 5 (WS 20/21)
This video discusses multi-task learning. Watch on:FAU TVFAU TV (no memes)YouTube Read the Transcript (Summer 2020) at:LMETowards Data Science
Read more about Watch now: Deep Learning: Regularization – Part 5 (WS 20/21)
29NOV 2020
Lecture Notes in Pattern Recognition
Lecture Notes in Pattern Recognition: Episode 8 – Logistic Regression – Loss Function
These are the lecture notes for FAU’s YouTube Lecture “Pattern Recognition“. This is a full transcript of the lecture video & matching slides. We hope, you enjoy this as much as the videos. Of course, this transcript was created with deep learning techniques largely automatically and only minor manual modifications were performed. Try it yourself! If you […]
Read more about Lecture Notes in Pattern Recognition: Episode 8 – Logistic Regression – Loss Function
29NOV 2020
Lecture Notes in Pattern Recognition
Lecture Notes in Pattern Recognition: Episode 7 – Exponential Family
These are the lecture notes for FAU’s YouTube Lecture “Pattern Recognition“. This is a full transcript of the lecture video & matching slides. We hope, you enjoy this as much as the videos. Of course, this transcript was created with deep learning techniques largely automatically and only minor manual modifications were performed. Try it yourself! If you […]
Read more about Lecture Notes in Pattern Recognition: Episode 7 – Exponential Family