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schedule [2015/11/08 16:41] asa |
schedule [2016/08/09 10:25] 127.0.0.1 external edit |
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^ Week 12: November 10,12 | | | | | ^ Week 12: November 10,12 | | | | | ||
| Tuesday | Clustering ({{wiki:16_clustering.pdf | slides}}) | Chapter 10 in [[http://www-bcf.usc.edu/~gareth/ISL/ | introduction to statistical learning]] | | | | Tuesday | Clustering ({{wiki:16_clustering.pdf | slides}}) | Chapter 10 in [[http://www-bcf.usc.edu/~gareth/ISL/ | introduction to statistical learning]] | | | ||
- | | Thursday | Clustering (cont) | Chapter 10 | | | + | | Thursday | Clustering (cont); stability-based model selection for clustering ({{wiki:17_stability.pdf | slides}}) | A. Ben-Hur, A. Elisseeff and I. Guyon. [[http://psb.stanford.edu/psb-online/proceedings/psb02/benhur.pdf | A stability based method for discovering structure in clustered data]]. Pacific Symposium on Biocomputing, 2002. | | |
- | | + | ^ Week 13: November 17,19 | | | | |
+ | | Tuesday | Naive Bayes ({{wiki:18_naive_bayes.pdf | slides}}) | | | | ||
+ | | Thursday | Towards the VC dimension ({{wiki:19_vc_dimension.pdf | slides}}) | Chapter 1.3 in the textbook | | | ||
+ | ^ Week 14: December 1,3 | | | | | ||
+ | | Tuesday | The VC dimension ({{wiki:20_vc_dimension.pdf | slides}}) | Chapter 2.1,2.2 in the textbook | | | ||
+ | | Thursday | Ensemble methods ({{wiki:21_ensembles.pdf | slides}}) | | | | ||
+ | ^ Week 15: December 8,10 | | | | | ||
+ | | Tuesday | Course summary | | | | ||
+ | | Thursday | Poster session | | | | ||
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