schedule
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schedule [2015/10/26 16:33] asa |
schedule [2015/11/19 14:11] asa |
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| | Tuesday | Neural networks (continued) | Chapter e-7 | | | | Tuesday | Neural networks (continued) | Chapter e-7 | | | ||
| | Thursday | Deep networks ({{wiki:12_deep_networks.pdf | slides}}) | Chapter e-7 | | | | Thursday | Deep networks ({{wiki:12_deep_networks.pdf | slides}}) | Chapter e-7 | | | ||
| - | Chapter e-7 | [[assignments:assignment4 | Assignment 4]] is available. Due date: 10/30. | | ||
| ^ Week 10: October 27,29 | | | | | ^ Week 10: October 27,29 | | | | | ||
| | Tuesday | Deep networks (continued) | Chapter e-7 | | | | Tuesday | Deep networks (continued) | Chapter e-7 | | | ||
| - | | Thursday | Features and feature selection ({{wiki:13_features.pdf | slides}}) | Chapter e-9 | | | + | | Thursday | Features and feature selection ({{wiki:13_features.pdf | slides}}) and here is some code for [[code:feature_selection | feature selection]]. | Chapter e-9 | | |
| ^ Week 11: November 3,5 | | | | | ^ Week 11: November 3,5 | | | | | ||
| - | | Tuesday | Principal components analysis ({{wiki:14_pca.pdf | slides}}) | Chapter e-9 | | | + | | Tuesday | Principal components analysis ({{wiki:14_pca.pdf | slides}}) | Chapter e-9 | [[assignments:assignment5 | Assignment 5]] is available. Due date: 11/15. | |
| - | | Thursday | Nearest neighbor methods | Chapter e-6 | | | + | | Thursday | Nearest neighbor methods ({{wiki:15_distance_based.pdf | slides}}) | Chapter e-6 | | |
| - | | + | ^ 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]] | | | ||
| + | | 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 ({{wiki:19_vc_dimension.pdf | slides}}) | Chapter 1.3 in the textbook | | | ||
| + | ^ Week 14: December 1,3 | | | | | ||
| + | | Tuesday | The VC dimension | Chapter 2.1,2.2 in the textbook | | | ||
| + | | Thursday | | | | | ||
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schedule.txt · Last modified: 2016/12/05 10:38 by asa
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