EPSRC Winter School in Mathematics for Data Modelling

Hierarchical Clustering

author: Yee Whye Teh , University College London

Description

This presentation describes approaches to hierarchical clustering.

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*Slides*
0:00	Hierarchical Clustering
0:47	Hierarchical Representations - 1
1:35	Hierarchical Representations - 2
2:09	Hierarchical Representations - 3
2:13	Hierarchical Representations - 4
2:46	Hierarchical Representations - 5
4:05	Hierarchical Representations - 6
4:56	Hierarchical Clustering - 1
5:46	Hierarchical Clustering - 2
7:29	- Questions
13:03	Hierarchical Clustering - 4
15:03	Linkage Algorithms
17:19	Linkage Algorithms: Similarity Choices - 1
18:30	Linkage Algorithms: Similarity Choices - 2
19:39	- Questions
24:44	Linkage Algorithms: Pros and Cons
27:53	Probabilistic Hierarchical Clustering - 1
29:35	Probabilistic Hierarchical Clustering - 2
30:54	Probabilistic Hierarchical Clustering - 3
31:50	Probabilistic Hierarchical Clustering - 4
33:31	Probabilistic Hierarchical Clustering - 3
33:34	- Questions
36:02	- Questions
37:48	Probabilistic Hierarchical Clustering - 4
38:19	Probabilistic Hierarchical Clustering - 5
40:08	Probabilistic Hierarchical Clustering - 6
40:57	Probabilistic Hierarchical Clustering: Pros and Cons
41:09	Probabilistic Hierarchical Clustering - 4
41:19	Probabilistic Hierarchical Clustering - 6
41:26	Probabilistic Hierarchical Clustering: Pros and Cons
42:44	Probabilistic Hierarchical Clustering - 3
42:57	Probabilistic Hierarchical Clustering: Pros and Cons
43:22	Hierarchical Clustering - 5
45:16	Tree-Structured Probabilistic Models - 1
46:08	Tree-Structured Probabilistic Models - 2
47:56	Bayesian Tree-Structured Models
48:35	Tree-Structured Probabilistic Models - 1
48:37	Bayesian Tree-Structured Models
48:53	Tree-Structured Probabilistic Models - 2
48:58	Bayesian Tree-Structured Models
49:53	- Questions
55:48	Comparisons - 2
56:33	- Questions
58:09	Phylolinguistics - 2
59:10	Bayesian Tree-Structured Models: Pros and Cons
60:28	- Questions
65:03	- Questions
70:17	- Questions

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