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Correlation Clustering in MapReduce
Published on Oct 07, 20142639 Views
Correlation clustering is a basic primitive in data miner’s toolkit with applications ranging from entity matching to social network analysis. The goal in correlation clustering is, given a graph wi
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Correlation Clustering in Map-Reduce00:00
Correlation Clustering - 100:22
Correlation Clustering - 201:06
Correlation Clustering - 301:14
Correlation Clustering - 401:38
Correlation Clustering - 501:52
Large-Scale Computation - 102:10
Large-Scale Computation - 202:57
Large-Scale Computation - 303:08
Correlation Clustering - 103:32
Correlation Clustering - 203:57
Correlation Clustering - 304:09
Correlation Clustering - 404:15
Correlation Clustering - 504:22
Correlation Clustering - 604:44
Correlation Clustering - 705:13
Correlation Clustering - 805:29
Correlation Clustering - 905:34
Correlation Clustering - 1005:41
Correlation Clustering - 1105:45
Correlation Clustering - 1206:05
How to find the best clustering?06:27
How to minimize the number of mistakes?06:45
The Pivot Algorithm - 106:57
The Pivot Algorithm - 207:19
The Pivot Algorithm - 307:25
The Pivot Algorithm - 407:29
The Pivot Algorithm - 507:38
The Pivot Algorithm - 607:43
The Pivot Algorithm - 707:49
The Pivot Algorithm - 807:51
The Pivot Algorithm - 907:58
The Pivot Algorithm - 1008:03
The Pivot Algorithm - 1108:10
The Pivot Algorithm - 1208:32
The Pivot Algorithm - 1308:46
The Pivot Algorithm - 1408:53
The Pivot Algorithm - 1509:03
The Pivot Algorithm - 1609:06
The Pivot Algorithm - 1709:07
The Pivot Algorithm - 1809:16
How to speed up the computation?09:21
Our Contribution - 109:37
Our Contribution - 209:57
Our Contribution - 310:07
Our Contribution - 410:21
Parallel Pivot - 110:46
Parallel Pivot - 211:07
Parallel Pivot - 311:10
Parallel Pivot - 411:24
Parallel Pivot - 511:45
Parallel Pivot - 611:51
Parallel Pivot - 712:06
Parallel Pivot - 812:35
Parallel Pivot - 912:42
Parallel Pivot - 1012:45
Parallel Pivot - 1112:49
Parallel Pivot - 1212:52
Parallel Pivot - 1312:53
Parallel Pivot - 1412:56
Parallel Pivot - 1513:03
Parallel Pivot - 1613:26
Parallel Pivot - 1713:41
Parallel Pivot - 1813:50
Parallel Pivot - 1913:59
Parallel Pivot - 2014:04
Parallel Pivot - 2114:44
Parallel Pivot - 2214:57
Parallel Pivot - 2315:11
Parallel Pivot - 2415:22
Why do we sample elements with probability epsilon over delta+ ?15:28
Other sampling approaches? - 115:51
Other sampling approaches? - 216:23
Other sampling approaches? - 316:32
Other sampling approaches? - 416:51
Parallel Pivot - 2517:23
Parallel Pivot - 2617:33
Twitter Dataset - 118:00
Twitter Dataset - 218:14
Twitter Dataset - 318:50
Twitter Dataset - 419:11
Thanks!19:56