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Lecture 20 of the Text Technologies for Data Science (TTSDS) course at the University of Edinburgh, taught by Victor Lavrenko.

Victor Lavrenko

6:16

IR20.1 Centroid classifier

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Victor Lavrenko

6:01

IR20.2 Large margin classification

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Victor Lavrenko

13:16

IR20.3 Passive-aggressive algorithm (PA)

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Victor Lavrenko

6:47

IR20.4 Convergence of the PA algorithm

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Victor Lavrenko

10:01

IR20.5 SVM explained visually

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Victor Lavrenko

8:54

IR20.6 Sequential minimal optimization (SMO)

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Victor Lavrenko

4:24

IR20.7 Learning to rank for Information Retrieval

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Victor Lavrenko

2:32

IR20.8 Learning to rank with an SVM

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Victor Lavrenko

1:11

IR20.9 Learning to rank: features

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Victor Lavrenko

5:41

IR20.10 Learning to rank with click data

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Victor Lavrenko

1:03

IR20.11 Summary

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