schedule
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schedule [2016/09/26 09:26] asa |
schedule [2016/10/18 20:31] asa |
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| ^ Week 6: September 27,29 | | | | | ^ Week 6: September 27,29 | | | | | ||
| | Tuesday | Large margin classification: support vector machines ({{wiki:07_svm.pdf | slides}}) | Chapter e-8 | | | | Tuesday | Large margin classification: support vector machines ({{wiki:07_svm.pdf | slides}}) | Chapter e-8 | | | ||
| - | | Thursday | SVMs (cont) | Chapter e-8 | | | + | | Thursday | The dual for the hard margin and soft margin SVM ({{wiki:07_svm.pdf | slides}}); [[code:demo2d|svm demo]]; Expressing SVMs in terms of error + regularization ({{wiki:07_svm_unbalanced.pdf | slides}}) | Chapter e-8 | | |
| + | ^ Week 7: October 4,7 | | | | | ||
| + | | Tuesday | SVMs for unbalanced data ({{wiki:07_svm_unbalanced.pdf | slides}}) Nonlinear classification with kernels ({{wiki:08_kernels.pdf | slides}}) | Chapter e-8 | [[assignments:assignment4| Assignment 4]] is available. | | ||
| + | | Thursday | Kernels (continued); [[code:model_selection|model selection]] using grid search | Chapter e-8 | | | ||
| + | ^ Week 8: October 11,13 | | | | | ||
| + | | Tuesday | Model selection ({{wiki:09_evaluation.pdf | slides}}). Multi-class classification ({{wiki:10_multi_class.pdf | slides}}), a [[code:multi_class| demo]] of multi-class classification | Chapter 4.3.3 | | | ||
| + | | Thursday | Neural networks ({{wiki:11_nn.pdf | slides}}) | Chapter e-7 | | | ||
| + | ^ Week 9: October 18,20 | | | | | ||
| + | | Tuesday | Neural networks (continued); neural network [[code:neural_networks| demo]] | Chapter e-7 | [[assignments:assignment5| Assignment 5]] is available. | | ||
| + | | Thursday | Neural networks (continued) | Chapter e-7 | | | ||
| ... | ... | ||
schedule.txt · Last modified: 2016/12/05 10:38 by asa
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