Pattern Recognition WS 20/21

In this video, we introduce the Rosenblatt Perceptron and perform a convergence analysis. Watch on:FAU TVYouTube

In this video, we show the effects of norm-dependent regression. Watch on:FAU TVYouTube

In this video, we introduce norms on matrices and vectors and the corresponding unit balls. Watch on:FAU TVYouTube

In this video, we introduce basic concepts on how to regularize regression using L2 and L1 norms. Watch on:FAU TVYouTube

In this video, we look into some example applications of LDA and PCA. Watch on:FAU TVYouTube

In this video, we have a look at the original formulation of LDA as Fisher Transform. Watch on:FAU TVYouTube

In this video, we introduce a rank-reduced version of the LDA. Watch on:FAU TVYouTube

In this video, we look into some useful properties of discriminant analyses. Watch on:FAU TVYouTube

In this video, we start introducing discriminant transforms and look at their basic concept. Watch on:FAU TVYouTube

In this video, we have a look at the naive Bayes classifier. Watch on:FAU TVYouTube