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Patterns in sets of points: the myriad virtues of eigenproblems
Published on Feb 4, 20255062 Views
2-"Patterns in sets of points: the myriad virtues of eigenproblems" :-) "In the second hour, one specific powerful type of optimization problem will be highlighted: the eigenvalue problem. A brief dis
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Presentation
Patterns in sets of points the myriad virtues of eigenproblems00:01
Overview00:48
Remember…01:37
PCA02:31
Relations between data sets04:34
Eigenvalue problems06:32
Some notation07:49
PCA, PLS, CCA08:45
The data09:03
PCA on coupled data10:10
Partial Least Squares (PLS)12:39
Canonical correlation analysis (CCA)18:27
Regularization23:52
Regularized CCA25:10
FDA and RR30:49
Multi-way34:22
Multi-way CCA34:38
Regularized multi-way CCA38:40
Conclusions38:52