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Št. zadetkov: 5
Lectures on Clustering
Ulrike von Luxburg
Video in druga učna gradiva
Oznake: computer science;machine learning;clustering
These lectures give an introduction to data clustering: we discuss a few algorithms, but also look at theoretical questions related to clustering. \\**The first two lectures** are devoted to spectral clustering: graph Laplacians and their properties, spectral clustering algorithms, mathematical ...
Leto: 2007 Vir: videolectures.net
A note of caution regarding distances on graphs
Ulrike von Luxburg
Video in druga učna gradiva
Oznake: computer science;machine learning;graphical models
Non-geometric data is often represented in form of a graph where edges represent similarity or local relationships between instances. One elegant way to exploit the global structure of the graph is implemented by the commute distance (also known as resistance distance). Supposedly it has the propert ...
Leto: 2010 Vir: videolectures.net
Stability for selecting the number of clusters: literature review, questions, and ideas
Ulrike von Luxburg
Video in druga učna gradiva
Oznake: computer science;machine learning;clustering
Leto: 2007 Vir: videolectures.net
Introduction: Presentations of Different Views on Clustering by the Workshop Organizers
Ulrike von Luxburg , Shai Ben-David , Avrim Blum
Video in druga učna gradiva
Oznake: computer science;machine learning;clustering
Leto: 2009 Vir: videolectures.net
PANEL: Experiences in research, teaching, and applications of ML
Colin de la Higuera , Isabelle Guyon , José L. Balcázar , Joaquin Quiñonero Candela , Mark Girolami , Mikaela Keller , Ulrike von Luxburg
Video in druga učna gradiva
Oznake: computer science;machine learning
Leto: 2007 Vir: videolectures.net
Št. zadetkov: 5
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