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Patterns in sets of points: an overview
Published on Feb 4, 20254888 Views
1 - "Patterns in sets of points: an overview" "We illustrate the importance of optimization principles in the search for interesting patterns, more in particular for patterns in sets of points embedde
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Presentation
Optimization approaches in pattern analysis Patterns in vector spaces00:06
Overview01:08
A framework for pattern analysis?02:04
Pattern matching06:10
Pattern discovery?06:23
Pattern discovery08:01
But…10:25
Patterns in discrete spaces11:43
Patterns in sets12:12
Patterns in strings17:39
Patterns in graphs,…20:35
Patterns in vector spaces20:44
Least squares: LSR and FDA21:26
Least squares: LSR22:15
Least squares: RR27:24
Least squares: FDA29:47
Convex optimization: SVM31:53
Eigenvalue problems: PCA33:03
Summary38:05